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				<updated>2026-05-24T15:59:39Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
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[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
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==Publications==&lt;br /&gt;
See (peer-reviewed) [[Publications]].&lt;br /&gt;
&lt;br /&gt;
Blog articles: &lt;br /&gt;
&lt;br /&gt;
* Ist ChatGPT nun die Lösung für alles? [https://www.empolis.com/blog/ist-chatgpt-die-losung-fur-alles/] (2024)&lt;br /&gt;
* Wer, wo oder was ist Rimpar? [https://www.linkedin.com/pulse/wer-wo-oder-ist-rimpar-benedikt-k%C3%A4mpgen] (2023)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 2 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-2-naive-bayes/] (2022)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 1 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-1/] (2022)&lt;br /&gt;
* [[Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?]] (2020)&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2026===&lt;br /&gt;
&lt;br /&gt;
* Reviewer for Semantic Web Journal (SWJ) [https://www.semantic-web-journal.net/content/semantic-integration-multidimensional-statistical-data-cubemodeler-framework]&lt;br /&gt;
&lt;br /&gt;
===2025===&lt;br /&gt;
&lt;br /&gt;
* Reviewer for The Web Conference (WebConf), short paper track [https://www2026.thewebconf.org/calls/short-papers.html]&lt;br /&gt;
* Co-supervised bachelor thesis (at THWS, with Rolf Schillinger) of Van Hoan Pham on &amp;quot;Entwicklung eines Prototyps für Conversational Commerce bei der Immobiliensuche&amp;quot;&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis (at THWS, with Steffen Heinzl) of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning &lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz (Jasminko Novak), Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen (Jasminko Novak), Hochschule Stralsund, Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten  (Marcus Klemm)&lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis (Christian Janiesch)&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
* Migrated [[OLAP4LD]] from GoogleCode to GitHub [https://github.com/bkaempgen/olap4ld]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
* Publication of [[OLAP4LD]]&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
===2003===&lt;br /&gt;
* Abitur am [[Riemenschneider-Gymnasium Würzburg]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* Mail: benedikt.kaempgen+website@googlemail.com&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

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		<id>http://b-kaempgen.de/index.php/Main_Page</id>
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				<updated>2026-05-06T06:49:54Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
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[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See (peer-reviewed) [[Publications]].&lt;br /&gt;
&lt;br /&gt;
Blog articles: &lt;br /&gt;
&lt;br /&gt;
* Ist ChatGPT nun die Lösung für alles? [https://www.empolis.com/blog/ist-chatgpt-die-losung-fur-alles/] (2024)&lt;br /&gt;
* Wer, wo oder was ist Rimpar? [https://www.linkedin.com/pulse/wer-wo-oder-ist-rimpar-benedikt-k%C3%A4mpgen] (2023)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 2 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-2-naive-bayes/] (2022)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 1 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-1/] (2022)&lt;br /&gt;
* [[Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?]] (2020)&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2026===&lt;br /&gt;
&lt;br /&gt;
* Reviewer for Semantic Web Journal (SWJ) [https://www.semantic-web-journal.net/content/semantic-integration-multidimensional-statistical-data-cubemodeler-framework]&lt;br /&gt;
&lt;br /&gt;
===2025===&lt;br /&gt;
&lt;br /&gt;
* Reviewer for The Web Conference (WebConf), short paper track [https://www2026.thewebconf.org/calls/short-papers.html]&lt;br /&gt;
* Co-supervised bachelor thesis (at THWS, with Rolf Schillinger) of Van Hoan Pham on &amp;quot;Entwicklung eines Prototyps für Conversational Commerce bei der Immobiliensuche&amp;quot;&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis (at THWS, with Steffen Heinzl) of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning &lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
* Migrated [[OLAP4LD]] from GoogleCode to GitHub [https://github.com/bkaempgen/olap4ld]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
* Publication of [[OLAP4LD]]&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
===2003===&lt;br /&gt;
* Abitur am [[Riemenschneider-Gymnasium Würzburg]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* Mail: benedikt.kaempgen+website@googlemail.com&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2026-05-06T06:47:01Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
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__SHOWFACTBOX__&lt;br /&gt;
&lt;br /&gt;
[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See (peer-reviewed) [[Publications]].&lt;br /&gt;
&lt;br /&gt;
Blog articles: &lt;br /&gt;
&lt;br /&gt;
* Ist ChatGPT nun die Lösung für alles? [https://www.empolis.com/blog/ist-chatgpt-die-losung-fur-alles/] (2024)&lt;br /&gt;
* Wer, wo oder was ist Rimpar? [https://www.linkedin.com/pulse/wer-wo-oder-ist-rimpar-benedikt-k%C3%A4mpgen] (2023)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 2 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-2-naive-bayes/] (2022)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 1 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-1/] (2022)&lt;br /&gt;
* [[Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?]] (2020)&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2026===&lt;br /&gt;
&lt;br /&gt;
* Reviewer for Semantic Web Journal (SWJ) [https://www.semantic-web-journal.net/content/semantic-integration-multidimensional-statistical-data-cubemodeler-framework]&lt;br /&gt;
&lt;br /&gt;
===2025===&lt;br /&gt;
&lt;br /&gt;
* Reviewer for The Web Conference (WebConf), short paper track [https://www2026.thewebconf.org/calls/short-papers.html]&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
* Migrated [[OLAP4LD]] from GoogleCode to GitHub [https://github.com/bkaempgen/olap4ld]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
* Publication of [[OLAP4LD]]&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
===2003===&lt;br /&gt;
* Abitur am [[Riemenschneider-Gymnasium Würzburg]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* Mail: benedikt.kaempgen+website@googlemail.com&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2025-11-09T23:17:54Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;__NOTOC__&lt;br /&gt;
__SHOWFACTBOX__&lt;br /&gt;
&lt;br /&gt;
[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See (peer-reviewed) [[Publications]].&lt;br /&gt;
&lt;br /&gt;
Blog articles: &lt;br /&gt;
&lt;br /&gt;
* Ist ChatGPT nun die Lösung für alles? [https://www.empolis.com/blog/ist-chatgpt-die-losung-fur-alles/] (2024)&lt;br /&gt;
* Wer, wo oder was ist Rimpar? [https://www.linkedin.com/pulse/wer-wo-oder-ist-rimpar-benedikt-k%C3%A4mpgen] (2023)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 2 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-2-naive-bayes/] (2022)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 1 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-1/] (2022)&lt;br /&gt;
* [[Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?]] (2020)&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
* Migrated [[OLAP4LD]] from GoogleCode to GitHub [https://github.com/bkaempgen/olap4ld]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
* Publication of [[OLAP4LD]]&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
===2003===&lt;br /&gt;
* Abitur am [[Riemenschneider-Gymnasium Würzburg]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* Mail: benedikt.kaempgen+website@googlemail.com&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2025-11-09T23:17:37Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;__NOTOC__&lt;br /&gt;
__SHOWFACTBOX__&lt;br /&gt;
&lt;br /&gt;
[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See (peer-reviewed) [[Publications]].&lt;br /&gt;
&lt;br /&gt;
Blog articles: &lt;br /&gt;
&lt;br /&gt;
* Ist ChatGPT nun die Lösung für alles? [https://www.empolis.com/blog/ist-chatgpt-die-losung-fur-alles/] (2024)&lt;br /&gt;
* Wer, wo oder was ist Rimpar? [https://www.linkedin.com/pulse/wer-wo-oder-ist-rimpar-benedikt-k%C3%A4mpgen] (2023)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 2 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-2-naive-bayes/] (2022)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 1 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-1/] (2022)&lt;br /&gt;
* [[Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?]] (2020)&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
* Migrated [[OLAP4LD]] from GoogleCode to GitHub [https://github.com/bkaempgen/olap4ld]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
* Publication of [[OLAP4LD]]&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
===2003===&lt;br /&gt;
* Abitur am [[Riemenschneider-Gymnasium Würzburg]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* Mail: [benedikt.kaempgen+website@googlemail.com]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/File:Analysis_I.pdf</id>
		<title>File:Analysis I.pdf</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/File:Analysis_I.pdf"/>
				<updated>2025-11-09T21:06:18Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/University_of_Exeter</id>
		<title>University of Exeter</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/University_of_Exeter"/>
				<updated>2025-11-09T21:05:42Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;* Movie Lecture&lt;br /&gt;
** Documentation: [[File:ToyMovieDocumentation.pdf]]&lt;br /&gt;
** Video: [[File:Toys4U.avi]]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/File:Toys4U.avi</id>
		<title>File:Toys4U.avi</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/File:Toys4U.avi"/>
				<updated>2025-11-09T21:05:22Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/University_of_Exeter</id>
		<title>University of Exeter</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/University_of_Exeter"/>
				<updated>2025-11-09T21:03:54Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Created page with &amp;quot;* Movie Lecture ** File:ToyMovieDocumentation.pdf&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;* Movie Lecture&lt;br /&gt;
** [[File:ToyMovieDocumentation.pdf]]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/File:ToyMovieDocumentation.pdf</id>
		<title>File:ToyMovieDocumentation.pdf</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/File:ToyMovieDocumentation.pdf"/>
				<updated>2025-11-09T21:03:34Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg</id>
		<title>Riemenschneider-Gymnasium Würzburg</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg"/>
				<updated>2025-11-09T20:51:45Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Info: &lt;br /&gt;
&lt;br /&gt;
* https://www.riemenschneider-gymnasium.de/&lt;br /&gt;
&lt;br /&gt;
Unterlagen:&lt;br /&gt;
&lt;br /&gt;
* 2003 Facharbeit zu Die Behandlung der Sklaven im republikanischen und kaiserzeitlichen Rom anhand ausgewählter Texte: [[File:Facharbeit_Benedikt_Kämpgen.pdf]]&lt;br /&gt;
* Mathe Leistungskurs &lt;br /&gt;
** [[File:Mathe-Leistungskurs_K12_v1.1.pdf]]&lt;br /&gt;
** [[File:Mathe-Leistungskurs_K13_v1.1.pdf]]&lt;br /&gt;
* Latein Leistungskurs&lt;br /&gt;
** [[File:Latein-Leistungskurs.pdf]]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg</id>
		<title>Riemenschneider-Gymnasium Würzburg</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg"/>
				<updated>2025-11-09T20:51:39Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Info: &lt;br /&gt;
&lt;br /&gt;
* https://www.riemenschneider-gymnasium.de/&lt;br /&gt;
&lt;br /&gt;
Unterlagen:&lt;br /&gt;
&lt;br /&gt;
* 2003 Facharbeit zu Die Behandlung der Sklaven im republikanischen und kaiserzeitlichen Rom anhand ausgewählter Texte: [[File:Facharbeit_Benedikt_Kämpgen.pdf Facharbeit]]&lt;br /&gt;
* Mathe Leistungskurs &lt;br /&gt;
** [[File:Mathe-Leistungskurs_K12_v1.1.pdf]]&lt;br /&gt;
** [[File:Mathe-Leistungskurs_K13_v1.1.pdf]]&lt;br /&gt;
* Latein Leistungskurs&lt;br /&gt;
** [[File:Latein-Leistungskurs.pdf]]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/File:Latein-Leistungskurs.pdf</id>
		<title>File:Latein-Leistungskurs.pdf</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/File:Latein-Leistungskurs.pdf"/>
				<updated>2025-11-09T20:51:27Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg</id>
		<title>Riemenschneider-Gymnasium Würzburg</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg"/>
				<updated>2025-11-09T20:50:17Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
Unterlagen:&lt;br /&gt;
&lt;br /&gt;
* 2003 Facharbeit zu Die Behandlung der Sklaven im republikanischen und kaiserzeitlichen Rom anhand ausgewählter Texte: [[File:Facharbeit_Benedikt_Kämpgen.pdf Facharbeit]]&lt;br /&gt;
* Mathe Leistungskurs &lt;br /&gt;
** [[File:Mathe-Leistungskurs_K12_v1.1.pdf]]&lt;br /&gt;
** [[File:Mathe-Leistungskurs_K13_v1.1.pdf]]&lt;br /&gt;
* Latein Leistungskurs&lt;br /&gt;
**&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/File:Mathe-Leistungskurs_K13_v1.1.pdf</id>
		<title>File:Mathe-Leistungskurs K13 v1.1.pdf</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/File:Mathe-Leistungskurs_K13_v1.1.pdf"/>
				<updated>2025-11-09T20:40:29Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/File:Mathe-Leistungskurs_K12_v1.1.pdf</id>
		<title>File:Mathe-Leistungskurs K12 v1.1.pdf</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/File:Mathe-Leistungskurs_K12_v1.1.pdf"/>
				<updated>2025-11-09T20:38:22Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg</id>
		<title>Riemenschneider-Gymnasium Würzburg</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg"/>
				<updated>2025-11-09T20:36:29Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
* [[Die Behandlung der Sklaven im republikanischen und kaiserzeitlichen Rom anhand ausgewählter Texte File:Facharbeit_Benedikt_Kämpgen.pdf Facharbeit]]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg</id>
		<title>Riemenschneider-Gymnasium Würzburg</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg"/>
				<updated>2025-11-09T20:36:13Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
* [[File:Facharbeit_Benedikt_Kämpgen.pdf Facharbeit Die Behandlung der Sklaven im republikanischen und kaiserzeitlichen Rom anhand ausgewählter Texte]]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg</id>
		<title>Riemenschneider-Gymnasium Würzburg</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg"/>
				<updated>2025-11-09T20:36:03Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
* [[File:Facharbeit_Benedikt_Kämpgen.pdf|Facharbeit Die Behandlung der Sklaven im republikanischen und kaiserzeitlichen Rom anhand ausgewählter Texte]]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg</id>
		<title>Riemenschneider-Gymnasium Würzburg</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg"/>
				<updated>2025-11-09T20:35:53Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
* [[Datei:Facharbeit_Benedikt_Kämpgen.pdf|Facharbeit Die Behandlung der Sklaven im republikanischen und kaiserzeitlichen Rom anhand ausgewählter Texte]]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg</id>
		<title>Riemenschneider-Gymnasium Würzburg</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Riemenschneider-Gymnasium_W%C3%BCrzburg"/>
				<updated>2025-11-09T20:35:45Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Created page with &amp;quot; * Facharbeit Die Behandlung der Sklaven im republikanischen und kaiserzeitlichen Rom anhand ausgewählter Texte&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;br /&gt;
* [[Datei::Facharbeit_Benedikt_Kämpgen.pdf|Facharbeit Die Behandlung der Sklaven im republikanischen und kaiserzeitlichen Rom anhand ausgewählter Texte]]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/File:Facharbeit_Benedikt_K%C3%A4mpgen.pdf</id>
		<title>File:Facharbeit Benedikt Kämpgen.pdf</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/File:Facharbeit_Benedikt_K%C3%A4mpgen.pdf"/>
				<updated>2025-11-09T20:35:04Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2025-11-09T20:33:53Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
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[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
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==Publications==&lt;br /&gt;
See (peer-reviewed) [[Publications]].&lt;br /&gt;
&lt;br /&gt;
Blog articles: &lt;br /&gt;
&lt;br /&gt;
* Ist ChatGPT nun die Lösung für alles? [https://www.empolis.com/blog/ist-chatgpt-die-losung-fur-alles/] (2024)&lt;br /&gt;
* Wer, wo oder was ist Rimpar? [https://www.linkedin.com/pulse/wer-wo-oder-ist-rimpar-benedikt-k%C3%A4mpgen] (2023)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 2 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-2-naive-bayes/] (2022)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 1 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-1/] (2022)&lt;br /&gt;
* [[Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?]] (2020)&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
* Migrated [[OLAP4LD]] from GoogleCode to GitHub [https://github.com/bkaempgen/olap4ld]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
* Publication of [[OLAP4LD]]&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
===2003===&lt;br /&gt;
* Abitur am [[Riemenschneider-Gymnasium Würzburg]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* mail [at] b-kaempgen.de&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/DGfM-Herbstsymposium_2025</id>
		<title>DGfM-Herbstsymposium 2025</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/DGfM-Herbstsymposium_2025"/>
				<updated>2025-10-27T14:09:07Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Created page with &amp;quot;Category:Event  Date::2025-10-13  Location::Frankfurt  Mehrere gute Vorträge rund um das Thema Künstliche Intelligenz im Medizincontrolling.&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;[[Category:Event]]&lt;br /&gt;
&lt;br /&gt;
[[Date::2025-10-13]]&lt;br /&gt;
&lt;br /&gt;
[[Location::Frankfurt]]&lt;br /&gt;
&lt;br /&gt;
Mehrere gute Vorträge rund um das Thema Künstliche Intelligenz im Medizincontrolling.&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/5-Euro-Business</id>
		<title>5-Euro-Business</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/5-Euro-Business"/>
				<updated>2025-09-27T11:14:09Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Created page with &amp;quot;5-EURO-BUSINESS  Der Start-up-Wettbewerb an deiner Hochschule  Mit dem Hochschulprojekt 5-Euro-Business gründest du für ein Semester ein Start-up: Du planst mit deinen Mitgr...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;5-EURO-BUSINESS&lt;br /&gt;
&lt;br /&gt;
Der Start-up-Wettbewerb an deiner Hochschule&lt;br /&gt;
&lt;br /&gt;
Mit dem Hochschulprojekt 5-Euro-Business gründest du für ein Semester ein Start-up: Du planst mit deinen Mitgründer*innen eine Strategie, lernst unter Begleitung eines Business Mentors real auf dem Markt, was es zum Gründen braucht und stellst dich spontanen Herausforderungen. Du präsentierst am finalen Wettbewerbstag die Ergebnisse auf einer Messe und auf der Bühne – gewinne mit dem 5-Euro-Business nicht nur Preise, sondern auch wertvolle Erfahrungen und Kontakte für deinen beruflichen Weg und dein Netzwerk!&lt;br /&gt;
&lt;br /&gt;
https://www.5-euro-business.de/&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2025-09-27T10:39:14Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;__NOTOC__&lt;br /&gt;
__SHOWFACTBOX__&lt;br /&gt;
&lt;br /&gt;
[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See (peer-reviewed) [[Publications]].&lt;br /&gt;
&lt;br /&gt;
Blog articles: &lt;br /&gt;
&lt;br /&gt;
* Ist ChatGPT nun die Lösung für alles? [https://www.empolis.com/blog/ist-chatgpt-die-losung-fur-alles/] (2024)&lt;br /&gt;
* Wer, wo oder was ist Rimpar? [https://www.linkedin.com/pulse/wer-wo-oder-ist-rimpar-benedikt-k%C3%A4mpgen] (2023)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 2 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-2-naive-bayes/] (2022)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 1 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-1/] (2022)&lt;br /&gt;
* [[Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?]] (2020)&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
* Migrated [[OLAP4LD]] from GoogleCode to GitHub [https://github.com/bkaempgen/olap4ld]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
* Publication of [[OLAP4LD]]&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* mail [at] b-kaempgen.de&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/MediaWiki:Common.js</id>
		<title>MediaWiki:Common.js</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/MediaWiki:Common.js"/>
				<updated>2025-08-26T22:18:38Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Replaced content with &amp;quot;/* Any JavaScript here will be loaded for all users on every page load. */&amp;quot;&lt;/p&gt;
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&lt;div&gt;/* Any JavaScript here will be loaded for all users on every page load. */&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/MediaWiki:Common.js</id>
		<title>MediaWiki:Common.js</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/MediaWiki:Common.js"/>
				<updated>2025-08-26T21:56:22Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Undo revision 727 by Benedikt Kämpgen (talk)&lt;/p&gt;
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&amp;lt;!-- Google tag (gtag.js) --&amp;gt;&lt;br /&gt;
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// Copyright 2012 Google Inc. All rights reserved.&lt;br /&gt;
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&amp;quot;__ccd_em_scroll&amp;quot;&lt;br /&gt;
,&lt;br /&gt;
&amp;quot;__ccd_em_site_search&amp;quot;&lt;br /&gt;
,&lt;br /&gt;
&amp;quot;__ccd_em_video&amp;quot;&lt;br /&gt;
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&amp;quot;__ccd_ga_first&amp;quot;&lt;br /&gt;
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&amp;quot;__ccd_ga_last&amp;quot;&lt;br /&gt;
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&amp;quot;__ccd_ga_regscope&amp;quot;&lt;br /&gt;
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&amp;quot;__e&amp;quot;&lt;br /&gt;
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&amp;quot;__ogt_1p_data_v2&amp;quot;&lt;br /&gt;
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&amp;quot;__set_product_settings&amp;quot;&lt;br /&gt;
&lt;br /&gt;
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};&lt;br /&gt;
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function AF(a){}AF.K=&amp;quot;internal.addGaSendListener&amp;quot;;function BF(a){if(!a)return{};var b=a.To;return jB(b.type,b.index,b.name)}function CF(a){return a?{originatingEntity:BF(a)}:{}};function KF(a){var b=yp.zones;return b?b.getIsAllowedFn(kl(),a):function(){return!0}}function LF(){var a=yp.zones;a&amp;amp;&amp;amp;a.unregisterChild(kl())}&lt;br /&gt;
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function ZF(a,b){}&lt;br /&gt;
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h.call(g)}return b},Qv=function(a,b,c){var d=Sw(a.target.destinationId);return d&amp;amp;&amp;amp;d[b]!==void 0?d[b]:c},gH=function(a){for(var b=new dH(a.target,a.eventName,a.D),c=eH(a),d=m(Object.keys(c)),e=d.next();!e.done;e=d.next()){var f=e.value;V(b,f,c[f])}for(var g=fH(a),h=m(Object.keys(g)),l=h.next();!l.done;l=h.next()){var n=l.value;U(b,n,g[n])}b.isAborted=a.isAborted;return b},hH=function(a){var b=a.D,c=b.eventId,d=b.priorityId;return d?c+&amp;quot;_&amp;quot;+d:String(c)};&lt;br /&gt;
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var nQ={};var Y={securityGroups:{}};&lt;br /&gt;
Y.securityGroups.access_template_storage=[&amp;quot;google&amp;quot;],Y.__access_template_storage=function(){return{assert:function(){},T:function(){return{}}}},Y.__access_template_storage.F=&amp;quot;access_template_storage&amp;quot;,Y.__access_template_storage.isVendorTemplate=!0,Y.__access_template_storage.priorityOverride=0,Y.__access_template_storage.isInfrastructure=!1,Y.__access_template_storage[&amp;quot;5&amp;quot;]=!1;&lt;br /&gt;
&lt;br /&gt;
Y.securityGroups.read_event_data=[&amp;quot;google&amp;quot;],function(){function a(b,c){return{key:c}}(function(b){Y.__read_event_data=b;Y.__read_event_data.F=&amp;quot;read_event_data&amp;quot;;Y.__read_event_data.isVendorTemplate=!0;Y.__read_event_data.priorityOverride=0;Y.__read_event_data.isInfrastructure=!1;Y.__read_event_data[&amp;quot;5&amp;quot;]=!1})(function(b){var c=b.vtp_eventDataAccess,d=b.vtp_keyPatterns||[],e=b.vtp_createPermissionError;return{assert:function(f,g){if(g!=null&amp;amp;&amp;amp;!rb(g))throw e(f,{key:g},&amp;quot;Key must be a string.&amp;quot;);if(c!==&amp;quot;any&amp;quot;){try{if(c===&lt;br /&gt;
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&lt;br /&gt;
&lt;br /&gt;
Y.securityGroups.detect_youtube_activity_events=[&amp;quot;google&amp;quot;],function(){function a(b,c){return{options:{fixMissingApi:!!c.fixMissingApi}}}(function(b){Y.__detect_youtube_activity_events=b;Y.__detect_youtube_activity_events.F=&amp;quot;detect_youtube_activity_events&amp;quot;;Y.__detect_youtube_activity_events.isVendorTemplate=!0;Y.__detect_youtube_activity_events.priorityOverride=0;Y.__detect_youtube_activity_events.isInfrastructure=!1;Y.__detect_youtube_activity_events[&amp;quot;5&amp;quot;]=!1})(function(b){var c=!!b.vtp_allowFixMissingJavaScriptApi,&lt;br /&gt;
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&lt;br /&gt;
&lt;br /&gt;
Y.securityGroups.detect_history_change_events=[&amp;quot;google&amp;quot;],function(){function a(){return{}}(function(b){Y.__detect_history_change_events=b;Y.__detect_history_change_events.F=&amp;quot;detect_history_change_events&amp;quot;;Y.__detect_history_change_events.isVendorTemplate=!0;Y.__detect_history_change_events.priorityOverride=0;Y.__detect_history_change_events.isInfrastructure=!1;Y.__detect_history_change_events[&amp;quot;5&amp;quot;]=!1})(function(){return{assert:function(){},T:a}})}();&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Y.securityGroups.detect_link_click_events=[&amp;quot;google&amp;quot;],function(){function a(b,c){return{options:c}}(function(b){Y.__detect_link_click_events=b;Y.__detect_link_click_events.F=&amp;quot;detect_link_click_events&amp;quot;;Y.__detect_link_click_events.isVendorTemplate=!0;Y.__detect_link_click_events.priorityOverride=0;Y.__detect_link_click_events.isInfrastructure=!1;Y.__detect_link_click_events[&amp;quot;5&amp;quot;]=!1})(function(b){var c=b.vtp_allowWaitForTags,d=b.vtp_createPermissionError;return{assert:function(e,f){if(!c&amp;amp;&amp;amp;f&amp;amp;&amp;amp;f.waitForTags)throw d(e,&lt;br /&gt;
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Y.securityGroups.detect_form_submit_events=[&amp;quot;google&amp;quot;],function(){function a(b,c){return{options:c}}(function(b){Y.__detect_form_submit_events=b;Y.__detect_form_submit_events.F=&amp;quot;detect_form_submit_events&amp;quot;;Y.__detect_form_submit_events.isVendorTemplate=!0;Y.__detect_form_submit_events.priorityOverride=0;Y.__detect_form_submit_events.isInfrastructure=!1;Y.__detect_form_submit_events[&amp;quot;5&amp;quot;]=!1})(function(b){var c=b.vtp_allowWaitForTags,d=b.vtp_createPermissionError;return{assert:function(e,f){if(!c&amp;amp;&amp;amp;f&amp;amp;&amp;amp;&lt;br /&gt;
f.waitForTags)throw d(e,{},&amp;quot;Prohibited option waitForTags.&amp;quot;);},T:a}})}();&lt;br /&gt;
Y.securityGroups.read_container_data=[&amp;quot;google&amp;quot;],Y.__read_container_data=function(){return{assert:function(){},T:function(){return{}}}},Y.__read_container_data.F=&amp;quot;read_container_data&amp;quot;,Y.__read_container_data.isVendorTemplate=!0,Y.__read_container_data.priorityOverride=0,Y.__read_container_data.isInfrastructure=!1,Y.__read_container_data[&amp;quot;5&amp;quot;]=!1;&lt;br /&gt;
Y.securityGroups.listen_data_layer=[&amp;quot;google&amp;quot;],function(){function a(b,c){return{eventName:c}}(function(b){Y.__listen_data_layer=b;Y.__listen_data_layer.F=&amp;quot;listen_data_layer&amp;quot;;Y.__listen_data_layer.isVendorTemplate=!0;Y.__listen_data_layer.priorityOverride=0;Y.__listen_data_layer.isInfrastructure=!1;Y.__listen_data_layer[&amp;quot;5&amp;quot;]=!1})(function(b){var c=b.vtp_accessType,d=b.vtp_allowedEvents||[],e=b.vtp_createPermissionError;return{assert:function(f,g){if(!rb(g))throw e(f,{eventName:g},&amp;quot;Event name must be a string.&amp;quot;);&lt;br /&gt;
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Y.securityGroups.detect_user_provided_data=[&amp;quot;google&amp;quot;],function(){function a(b,c){return{dataSource:c}}(function(b){Y.__detect_user_provided_data=b;Y.__detect_user_provided_data.F=&amp;quot;detect_user_provided_data&amp;quot;;Y.__detect_user_provided_data.isVendorTemplate=!0;Y.__detect_user_provided_data.priorityOverride=0;Y.__detect_user_provided_data.isInfrastructure=!1;Y.__detect_user_provided_data[&amp;quot;5&amp;quot;]=!1})(function(b){var c=b.vtp_createPermissionError;return{assert:function(d,e){if(e!==&amp;quot;auto&amp;quot;&amp;amp;&amp;amp;e!==&amp;quot;manual&amp;quot;&amp;amp;&amp;amp;e!==&lt;br /&gt;
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&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Y.securityGroups.get_url=[&amp;quot;google&amp;quot;],function(){function a(b,c,d){return{component:c,queryKey:d}}(function(b){Y.__get_url=b;Y.__get_url.F=&amp;quot;get_url&amp;quot;;Y.__get_url.isVendorTemplate=!0;Y.__get_url.priorityOverride=0;Y.__get_url.isInfrastructure=!1;Y.__get_url[&amp;quot;5&amp;quot;]=!1})(function(b){var c=b.vtp_urlParts===&amp;quot;any&amp;quot;?null:[];c&amp;amp;&amp;amp;(b.vtp_protocol&amp;amp;&amp;amp;c.push(&amp;quot;protocol&amp;quot;),b.vtp_host&amp;amp;&amp;amp;c.push(&amp;quot;host&amp;quot;),b.vtp_port&amp;amp;&amp;amp;c.push(&amp;quot;port&amp;quot;),b.vtp_path&amp;amp;&amp;amp;c.push(&amp;quot;path&amp;quot;),b.vtp_extension&amp;amp;&amp;amp;c.push(&amp;quot;extension&amp;quot;),b.vtp_query&amp;amp;&amp;amp;c.push(&amp;quot;query&amp;quot;),b.vtp_fragment&amp;amp;&amp;amp;&lt;br /&gt;
c.push(&amp;quot;fragment&amp;quot;));var d=c&amp;amp;&amp;amp;b.vtp_queriesAllowed!==&amp;quot;any&amp;quot;?b.vtp_queryKeys||[]:null,e=b.vtp_createPermissionError;return{assert:function(f,g,h){if(g){if(!rb(g))throw e(f,{},&amp;quot;URL component must be a string.&amp;quot;);if(c&amp;amp;&amp;amp;c.indexOf(g)&amp;lt;0)throw e(f,{},&amp;quot;Prohibited URL component: &amp;quot;+g);if(g===&amp;quot;query&amp;quot;&amp;amp;&amp;amp;d){if(!h)throw e(f,{},&amp;quot;Prohibited from getting entire URL query when query keys are specified.&amp;quot;);if(!rb(h))throw e(f,{},&amp;quot;Query key must be a string.&amp;quot;);if(d.indexOf(h)&amp;lt;0)throw e(f,{},&amp;quot;Prohibited query key: &amp;quot;+h);}}else if(c)throw e(f,&lt;br /&gt;
{},&amp;quot;Prohibited from getting entire URL when components are specified.&amp;quot;);},T:a}})}();&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Y.securityGroups.read_dom_elements=[&amp;quot;google&amp;quot;],function(){function a(b,c,d){return{type:c,value:d}}(function(b){Y.__read_dom_elements=b;Y.__read_dom_elements.F=&amp;quot;read_dom_elements&amp;quot;;Y.__read_dom_elements.isVendorTemplate=!0;Y.__read_dom_elements.priorityOverride=0;Y.__read_dom_elements.isInfrastructure=!1;Y.__read_dom_elements[&amp;quot;5&amp;quot;]=!1})(function(b){var c=b.vtp_allowedElementIds||&amp;quot;none&amp;quot;,d=b.vtp_allowedCssSelectors||&amp;quot;none&amp;quot;,e=b.vtp_elementIds||[],f=b.vtp_cssSelectors||[],g=b.vtp_createPermissionError;return{assert:function(h,&lt;br /&gt;
l,n){switch(l){case &amp;quot;id&amp;quot;:if(c===&amp;quot;none&amp;quot;)break;if(c===&amp;quot;any&amp;quot;||e.indexOf(n)&amp;gt;-1)return;break;case &amp;quot;css&amp;quot;:if(d===&amp;quot;none&amp;quot;)break;if(d===&amp;quot;any&amp;quot;||f.indexOf(n)&amp;gt;-1)return;break;default:throw g(h,{},&amp;quot;Unknown selector type &amp;quot;+l+&amp;quot;.&amp;quot;);}throw g(h,{},&amp;quot;Prohibited selector value &amp;quot;+n+&amp;quot; for selector type &amp;quot;+l+&amp;quot;.&amp;quot;);},T:a}})}();&lt;br /&gt;
Y.securityGroups.gct=[&amp;quot;google&amp;quot;],function(){function a(b){for(var c=[],d=0;d&amp;lt;b.length;d++)try{c.push(new RegExp(b[d]))}catch(e){}return c}(function(b){Y.__gct=b;Y.__gct.F=&amp;quot;gct&amp;quot;;Y.__gct.isVendorTemplate=!0;Y.__gct.priorityOverride=0;Y.__gct.isInfrastructure=!1;Y.__gct[&amp;quot;5&amp;quot;]=!0})(function(b){var c={},d=b.vtp_sessionDuration;d&amp;gt;0&amp;amp;&amp;amp;(c[L.m.uf]=d);c[L.m.Jg]=b.vtp_eventSettings;c[L.m.fk]=b.vtp_dynamicEventSettings;c[L.m.fe]=b.vtp_googleSignals===1;c[L.m.zk]=b.vtp_foreignTld;c[L.m.wk]=b.vtp_restrictDomain===&lt;br /&gt;
1;c[L.m.Zh]=b.vtp_internalTrafficResults;var e=L.m.Ra,f=b.vtp_linker;f&amp;amp;&amp;amp;f[L.m.la]&amp;amp;&amp;amp;(f[L.m.la]=a(f[L.m.la]));c[e]=f;var g=L.m.bi,h=b.vtp_referralExclusionDefinition;h&amp;amp;&amp;amp;h.include_conditions&amp;amp;&amp;amp;(h.include_conditions=a(h.include_conditions));c[g]=h;Pq(b.vtp_trackingId,c);mO(b.vtp_trackingId,b.vtp_gtmEventId);Sc(b.vtp_gtmOnSuccess)})}();&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Y.securityGroups.get=[&amp;quot;google&amp;quot;],Y.__get=function(a){var b=a.vtp_settings,c=b.eventParameters||{},d=String(a.vtp_eventName),e={};e.eventId=a.vtp_gtmEventId;e.priorityId=a.vtp_gtmPriorityId;a.vtp_deferrable&amp;amp;&amp;amp;(e.deferrable=!0);var f=Dw(String(b.streamId),d,c);Lw(f,e.eventId,e);a.vtp_gtmOnSuccess()},Y.__get.F=&amp;quot;get&amp;quot;,Y.__get.isVendorTemplate=!0,Y.__get.priorityOverride=0,Y.__get.isInfrastructure=!1,Y.__get[&amp;quot;5&amp;quot;]=!1;&lt;br /&gt;
Y.securityGroups.detect_scroll_events=[&amp;quot;google&amp;quot;],function(){function a(){return{}}(function(b){Y.__detect_scroll_events=b;Y.__detect_scroll_events.F=&amp;quot;detect_scroll_events&amp;quot;;Y.__detect_scroll_events.isVendorTemplate=!0;Y.__detect_scroll_events.priorityOverride=0;Y.__detect_scroll_events.isInfrastructure=!1;Y.__detect_scroll_events[&amp;quot;5&amp;quot;]=!1})(function(){return{assert:function(){},T:a}})}();&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Y.securityGroups.detect_form_interaction_events=[&amp;quot;google&amp;quot;],function(){function a(){return{}}(function(b){Y.__detect_form_interaction_events=b;Y.__detect_form_interaction_events.F=&amp;quot;detect_form_interaction_events&amp;quot;;Y.__detect_form_interaction_events.isVendorTemplate=!0;Y.__detect_form_interaction_events.priorityOverride=0;Y.__detect_form_interaction_events.isInfrastructure=!1;Y.__detect_form_interaction_events[&amp;quot;5&amp;quot;]=!1})(function(){return{assert:function(){},T:a}})}();&lt;br /&gt;
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		<author><name>Benedikt Kämpgen</name></author>	</entry>

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				<updated>2025-08-26T21:45:45Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
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		<author><name>Benedikt Kämpgen</name></author>	</entry>

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		<author><name>Benedikt Kämpgen</name></author>	</entry>

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		<id>http://b-kaempgen.de/index.php/Wie_viele_Trainings-_und_Testdaten_ben%C3%B6tigt_ein_NLP-Algorithmus%3F</id>
		<title>Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?</title>
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				<updated>2025-03-24T10:20:09Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
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		<author><name>Benedikt Kämpgen</name></author>	</entry>

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		<id>http://b-kaempgen.de/index.php/Wie_viele_Trainings-_und_Testdaten_ben%C3%B6tigt_ein_NLP-Algorithmus%3F</id>
		<title>Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?</title>
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				<updated>2025-03-23T15:28:31Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Replaced content with &amp;quot;Blogartikel for Empolis:   https://www.empolis.com/blog/kuenstliche-intelligenz/wie-viele-trainings-und-testdaten-benoetigt-ein-nlp-algorithmus/&amp;quot;&lt;/p&gt;
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		<author><name>Benedikt Kämpgen</name></author>	</entry>

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		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Wie_viele_Trainings-_und_Testdaten_ben%C3%B6tigt_ein_NLP-Algorithmus%3F"/>
				<updated>2025-03-23T15:27:02Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
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   Name=3D&amp;quot;index 5&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;index 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;index 7&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;index 8&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;index 9&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toc 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toc 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toc 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toc 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toc 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toc 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toc 7&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toc 8&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toc 9&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Normal Indent&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;footnote text&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;annotation text&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;header&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;footer&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;index heading&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;caption&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;table of figures&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;envelope address&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;envelope return&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;footnote reference&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;annotation reference&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;line number&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;page number&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;endnote reference&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;endnote text&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;table of authorities&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;macro&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toa heading&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Bullet&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Number&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Bullet 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Bullet 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Number 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Number 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Number 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Number 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Closing&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Signature&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;1&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot;&lt;br /&gt;
   UnhideWhenUsed=3D&amp;quot;true&amp;quot; Name=3D&amp;quot;Default Paragraph Font&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Body Text&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Body Text Indent&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Continue&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Continue 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Continue 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Continue 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Continue 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Message Header&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Salutation&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Date&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Body Text 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Body Text Indent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Body Text Indent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Block Text&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Hyperlink&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;FollowedHyperlink&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Document Map&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Plain Text&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;E-mail Signature&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Top of Form&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Bottom of Form&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Normal (Web)&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Acronym&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Address&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Cite&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Definition&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Keyboard&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Preformatted&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Sample&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Typewriter&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Variable&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;annotation subject&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Simple 3&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Classic 1&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Classic 2&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Classic 3&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Classic 4&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Colorful 1&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Colorful 2&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Colorful 3&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Columns 1&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Columns 2&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Columns 3&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Columns 4&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Columns 5&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 5&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 6&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 7&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 8&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 5&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 6&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 7&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 8&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table 3D effects 1&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table 3D effects 2&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table 3D effects 3&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Contemporary&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Elegant&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Professional&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Subtle 1&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Subtle 2&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Web 1&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Web 2&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Web 3&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Balloon Text&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Theme&amp;quot;/&amp;gt;&lt;br /&gt;
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Text&amp;quot;/&amp;gt;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Bibliography&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;TOC Heading&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot; Name=3D&amp;quot;Grid Table 6 Col=&lt;br /&gt;
orful&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot; Name=3D&amp;quot;Grid Table 7 Col=&lt;br /&gt;
orful&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot; Name=3D&amp;quot;List Table 1 Lig=&lt;br /&gt;
ht&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
k&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot; Name=3D&amp;quot;List Table 6 Col=&lt;br /&gt;
orful&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot; Name=3D&amp;quot;List Table 7 Col=&lt;br /&gt;
orful&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 1 Light Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
k Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 6 Colorful Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 7 Colorful Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 1 Light Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
k Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 6 Colorful Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 7 Colorful Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 1 Light Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
k Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 6 Colorful Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 7 Colorful Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 1 Light Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
k Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 6 Colorful Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 7 Colorful Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 1 Light Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
k Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 6 Colorful Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 7 Colorful Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 1 Light Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
k Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 6 Colorful Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 7 Colorful Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;99&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot;&lt;br /&gt;
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ol&lt;br /&gt;
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ul&lt;br /&gt;
	{margin-bottom:0cm;}&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&amp;lt;/style&amp;gt;&lt;br /&gt;
&amp;lt;!--[if gte mso 10]&amp;gt;&lt;br /&gt;
&amp;lt;style&amp;gt;&lt;br /&gt;
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	mso-ansi-language:EN-US;&lt;br /&gt;
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&amp;lt;/style&amp;gt;&lt;br /&gt;
&amp;lt;![endif]--&amp;gt;&amp;lt;!--[if gte mso 9]&amp;gt;&amp;lt;xml&amp;gt;&lt;br /&gt;
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&amp;lt;/xml&amp;gt;&amp;lt;![endif]--&amp;gt;&amp;lt;!--[if gte mso 9]&amp;gt;&amp;lt;xml&amp;gt;&lt;br /&gt;
 &amp;lt;o:shapelayout v:ext=3D&amp;quot;edit&amp;quot;&amp;gt;&lt;br /&gt;
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&amp;lt;/head&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;body lang=3DDE link=3Dblue vlink=3Dpurple style=3D'tab-interval:36.0pt;wor=&lt;br /&gt;
d-wrap:break-word'&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;div class=3DWordSection1&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h1&amp;gt;&amp;lt;a name=3Dwieviele-testdaten-sind-nötig-um-einen-n&amp;gt;&amp;lt;span style=3D'mso-a=&lt;br /&gt;
nsi-language:&lt;br /&gt;
DE'&amp;gt;Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?&amp;lt;o:p&amp;gt;&amp;lt;/=&lt;br /&gt;
o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/h1&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:wieviele-testdaten-sind-nötig-um-einen-n'&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Natural Language&lt;br /&gt;
Processing-Systeme – darunter auch &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://www.empolis.com/empolis-healthcare-analytics-services/&amp;quot;&amp;gt;uns=&lt;br /&gt;
eres&amp;lt;/a&amp;gt;&lt;br /&gt;
– funktionieren Out-&amp;lt;span class=3DSpellE&amp;gt;of&amp;lt;/span&amp;gt;-&amp;lt;span class=3DSpellE&amp;gt;the=&lt;br /&gt;
&amp;lt;/span&amp;gt;-box,&lt;br /&gt;
um Textdaten aus der klinischen Routine zu analysieren. Häufig werden jedoch&lt;br /&gt;
spezielle Daten eines Krankenhauses, eines Instituts, einer Abteilung – ers=&lt;br /&gt;
tellt&lt;br /&gt;
von speziellen Personengruppen mit eigenem Fachvokabular – analysiert. &amp;lt;o:p=&lt;br /&gt;
&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Hier werden wir h=&lt;br /&gt;
äufig&lt;br /&gt;
gefragt, wie viele Trainings- und Testdaten notwendig sind, um eine hohe Gü=&lt;br /&gt;
te&lt;br /&gt;
der Analysen sicherzustellen. Die einfache Antwort &amp;amp;quot;Geben Sie uns so v=&lt;br /&gt;
iele&lt;br /&gt;
Daten wie möglich, wir nutzen dann davon 90 Prozent zum Training und 10 Pro=&lt;br /&gt;
zent&lt;br /&gt;
zum Testen&amp;amp;quot; ist nicht hilfreich.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Warum macht man e=&lt;br /&gt;
s sich&lt;br /&gt;
mit dieser Antwort zu einfach?&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l0 level1 lfo2;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;1.&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;n=&lt;br /&gt;
bsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Typisch=&lt;br /&gt;
erweise&lt;br /&gt;
möchte man so wenig Daten wie möglich und so viele wie nötig übermitteln (z=&lt;br /&gt;
. B.&lt;br /&gt;
aus Datenschutzgründen).&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l0 level1 lfo2;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;2.&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;n=&lt;br /&gt;
bsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Wie vie=&lt;br /&gt;
le&lt;br /&gt;
Daten man zum Training benötigt, lässt sich niemals vorher eindeutig sagen,=&lt;br /&gt;
 da&lt;br /&gt;
dies auf den Use Case ankommt.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l0 level1 lfo2;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;3.&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;n=&lt;br /&gt;
bsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;10 Proz=&lt;br /&gt;
ent&lt;br /&gt;
der gesamten verfügbaren Daten zum Testen können sowohl zu viel als auch zu&lt;br /&gt;
wenig sein.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Ich möchte in die=&lt;br /&gt;
sem&lt;br /&gt;
Blogartikel eine etwas präzisere Antwort erarbeiten: einmal analytisch, ein=&lt;br /&gt;
mal&lt;br /&gt;
empirisch.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h2&amp;gt;&amp;lt;a name=3Didee-der-konfidenzintervalle&amp;gt;&amp;lt;span style=3D'mso-ansi-language=&lt;br /&gt;
:DE'&amp;gt;Die&lt;br /&gt;
Idee der Konfidenzintervalle&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/h2&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:idee-der-konfidenzintervalle'&amp;gt;&amp;lt;/span&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Was steckt hinter=&lt;br /&gt;
 den&lt;br /&gt;
Konfidenzintervallen?&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Letztendlich die&lt;br /&gt;
Information, wie sicher man sich sein kann, ob eine Statistik auf einem&lt;br /&gt;
zufälligen &amp;amp;quot;Sample&amp;amp;quot; auch auf dem Gesamtdatensatz gilt.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;In unserem Fall w=&lt;br /&gt;
ollen&lt;br /&gt;
wir herausfinden, ob die Güte unseres NLP-Algorithmus bei der Annotation ei=&lt;br /&gt;
nes&lt;br /&gt;
Textes mit einem Konzept, gezeigt auf einem zufälligen &amp;amp;quot;Sample&amp;amp;quot;, =&lt;br /&gt;
auch&lt;br /&gt;
auf dem Gesamtdatensatz gilt.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Die Güte „p“ eines&lt;br /&gt;
NLP-Algorithmus beschreibt, wie häufig er statistisch richtig liegt (häufig=&lt;br /&gt;
 als&lt;br /&gt;
Genauigkeit, Trefferwahrscheinlichkeit, Trefferquote oder andere ausgewählte&lt;br /&gt;
Metriken). Die Samplegröße „n“ beschreibt die Anzahl an Versuchen mit&lt;br /&gt;
zufälligen Beispielen aus dem Gesamtdatensatz.&amp;lt;span style=3D'mso-spacerun:y=&lt;br /&gt;
es'&amp;gt; &lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Die Frage ist: Be=&lt;br /&gt;
i Güte&lt;br /&gt;
„p“ und Samplegröße „n“ über welchem minimalen und unter welchem maximalen =&lt;br /&gt;
Wert&lt;br /&gt;
um die gezeigte Güte liegt mit hoher Wahrscheinlichkeit (typischerweise 95%)&lt;br /&gt;
die tatsächliche Güte auf dem Gesamtdatensatz? &amp;lt;span&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt; &amp;lt;/span&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h2&amp;gt;&amp;lt;a name=3Danalytische-berechnung&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;D=&lt;br /&gt;
ie analytische&lt;br /&gt;
Berechnung&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/h2&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:analytische-berechnung'&amp;gt;&amp;lt;/span&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Es gibt verschied=&lt;br /&gt;
ene&lt;br /&gt;
Methoden, um ein Konfidenzintervall zu berechnen. Die Methoden unterscheiden&lt;br /&gt;
sich zum Beispiel in den Annahmen an die Daten.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;In unserem Fall k=&lt;br /&gt;
önnen&lt;br /&gt;
wir zum Beispiel von einer Binomialverteilung ausgehen, bei der ein Experim=&lt;br /&gt;
ent&lt;br /&gt;
eine bestimmte Anzahl durchgeführt wird, jeweils mit dem Ergebnis&lt;br /&gt;
&amp;amp;quot;erfolgreich bzw. Annotation korrekt&amp;amp;quot; oder “nicht erfolgreich bzw.&lt;br /&gt;
Annotation inkorrekt&amp;amp;quot;.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Um nun ein &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://en.wikipedia.org/wiki/Binomial_proportion_confidence_interv=&lt;br /&gt;
al&amp;quot;&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;Binomial&amp;lt;/span&amp;gt; Confidence &amp;lt;span class=3DSpellE&amp;gt;Interval&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/a&amp;gt;&lt;br /&gt;
zu berechnen, kann man zudem weitere Annahmen treffen.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Wenn zum Beispiel=&lt;br /&gt;
 von&lt;br /&gt;
einer Normalverteilung ausgegangen wird (Normalverteilungs-Approximation),&lt;br /&gt;
vereinfacht sich die Berechnung, allerdings ist diese Annahme häufig zu&lt;br /&gt;
optimistisch (außerdem gibt es Probleme am Rand der Wahrscheinlichkeit sehr=&lt;br /&gt;
 nah&lt;br /&gt;
bei 1).&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Die Methode &amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;Clopper&amp;lt;/span&amp;gt;–Pearson Intervall ist dagegen möglichst &amp;amp;quot=&lt;br /&gt;
;exakt&amp;amp;quot;&lt;br /&gt;
und nutzt diese Annahmen nicht, ist allerdings manchmal ein wenig &amp;amp;quot;zu&lt;br /&gt;
vorsichtig&amp;amp;quot; bzw. konservativ.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Ein guter Komprom=&lt;br /&gt;
iss ist&lt;br /&gt;
das Wilson Score Intervall. Diese Methode wird auch in wissenschaftlichen&lt;br /&gt;
Arbeiten zur Evaluation von NLP-Systemen genutzt, z.B. siehe &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://doi.org/10.1007/s10278-013-9616-5&amp;quot;&amp;gt;&amp;lt;span class=3DSpellE&amp;gt;Sip=&lt;br /&gt;
po&amp;lt;/span&amp;gt;&lt;br /&gt;
et al. 2013&amp;lt;/a&amp;gt;. &amp;lt;i&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/i&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&amp;lt;a name=3Dberechnung-des-wilson-score-konfidenzint&amp;gt;&amp;lt;span style=3D'mso-a=&lt;br /&gt;
nsi-language:&lt;br /&gt;
DE'&amp;gt;Berechnung des Wilson Score Konfidenzintervalls&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/=&lt;br /&gt;
h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:berechnung-des-wilson-score-konfidenzint'&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;In der Literatur =&lt;br /&gt;
gibt es&lt;br /&gt;
mehrere Beispiele, um das Wilson Score Konfidenzintervall zu berechnen (z. =&lt;br /&gt;
B.&lt;br /&gt;
mit &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://www.r-bloggers.com/reference-chart-for-precision-of-wilson-=&lt;br /&gt;
binomial-proportion-confidence-interval/&amp;quot;&amp;gt;R&amp;lt;/a&amp;gt;&lt;br /&gt;
oder mit &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://stackoverflow.com/questions/13059011/is-there-any-python-fu=&lt;br /&gt;
nction-library-for-calculate-binomial-confidence-intervals/25196394&amp;quot;&amp;gt;Python=&lt;br /&gt;
&amp;lt;/a&amp;gt;).&lt;br /&gt;
Wir nutzen eine Methode mit &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://stackoverflow.com/questions/10029588/python-implementation-=&lt;br /&gt;
of-the-wilson-score-interval&amp;quot;&amp;gt;Python&lt;br /&gt;
aus &amp;lt;span class=3DSpellE&amp;gt;Stackoverflow&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt; und haben sie leicht ange=&lt;br /&gt;
passt:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-=&lt;br /&gt;
size:12.0pt'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;import&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; numpy &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN=&lt;br /&gt;
-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;as&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; np&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-=&lt;br /&gt;
size:12.0pt'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;import&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
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span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-=&lt;br /&gt;
size:12.0pt'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;import&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; math&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;de=&lt;br /&gt;
f&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; binconf(p, n, c=3D&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
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style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
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style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; n =3D=3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;sp=&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;: &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;return&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; (&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
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pan&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# z =3D normcdfi(1 - 0.5 * (1-c))&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
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t-size:&lt;br /&gt;
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pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;  &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# Advise by philipp mildenberger&amp;lt;/span&amp;gt;&amp;lt;/=&lt;br /&gt;
span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
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pan&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; - &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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N-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.5&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; * (&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;-c))&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
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t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;  &amp;lt;/span&amp;gt;a1 =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; / (&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; + z * z / n)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
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t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;  &amp;lt;/span&amp;gt;a2 =3D p + z * z / (&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;2&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; * n)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;  &amp;lt;/span&amp;gt;a3 =3D z * math.sqrt(p * (&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;-p) / n + z * z / (&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;4&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; * n * n))&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;sp=&lt;br /&gt;
an&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;  &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DKeywordTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;return&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; (a1 * (a2 - a3), a1 * (a2 + a3))&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br style=3D'mso-special-character:line-break'&amp;gt;&lt;br /&gt;
&amp;lt;![if !supportLineBreakNewLine]&amp;gt;&amp;lt;br style=3D'mso-special-character:line-bre=&lt;br /&gt;
ak'&amp;gt;&lt;br /&gt;
&amp;lt;![endif]&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Was ist die&lt;br /&gt;
Durchschnittsabweichung nach unten oder oben?&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'=&lt;br /&gt;
font-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;def&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; &amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;compAvg&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DGramE=&lt;br /&gt;
&amp;gt;(&amp;lt;/span&amp;gt;p,&lt;br /&gt;
res0, res1):&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DStringTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;amp;quot;Lower&amp;amp;quot;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(p - res0)&amp;lt;/span&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DStringTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;amp;quot;Upper&amp;amp;quot;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(res1 - p)&amp;lt;/span&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DStringTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;amp;quot;Average&amp;amp;quot;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;((p - res0+res1 - p)/&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;2&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'=&lt;br /&gt;
font-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Setzen wir also u=&lt;br /&gt;
nsere&lt;br /&gt;
Parameter:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'f=&lt;br /&gt;
ont-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;n =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValT=&lt;br /&gt;
ok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;200&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt; &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;p =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0.85&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;result =3D &amp;lt;span class=3DSpellE&amp;gt;binconf&amp;lt;/span&amp;gt;(&amp;lt;=&lt;br /&gt;
span&lt;br /&gt;
class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;p,n&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0=&lt;br /&gt;
pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(result)&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DSpellE&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;compAvg&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;(p, result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;], result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;])&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:1=&lt;br /&gt;
1.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt;mso-ansi-language:DE'&amp;gt;(0.7939442071583332,&lt;br /&gt;
0.89286406437758)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Lower&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.05605579284166673&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Upper&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.04286406437758006&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Average&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-l=&lt;br /&gt;
anguage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.049459928609623394&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Das heißt vereinf=&lt;br /&gt;
acht&lt;br /&gt;
ausgedrückt, die Güte ist 85 Prozent +- 5 Prozent in 95 Prozent der Fälle,&lt;br /&gt;
falls ich auf dem &amp;amp;quot;Sample&amp;amp;quot; eine Güte von 0.85 oder besser zeige.&lt;br /&gt;
Falls ich anstatt 200 nur 100 Beispiele ins Sample aufnehme, ist die möglic=&lt;br /&gt;
he&lt;br /&gt;
Ungenauigkeit deutlich größer, 7%:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'f=&lt;br /&gt;
ont-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;n =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValT=&lt;br /&gt;
ok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;100&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt; &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;p =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0.85&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;result =3D &amp;lt;span class=3DSpellE&amp;gt;binconf&amp;lt;/span&amp;gt;(&amp;lt;=&lt;br /&gt;
span&lt;br /&gt;
class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;p,n&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0=&lt;br /&gt;
pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(result)&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DSpellE&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;compAvg&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;(p, result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;], result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;])&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:1=&lt;br /&gt;
1.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt;mso-ansi-language:DE'&amp;gt;(0.7671644040916763,&lt;br /&gt;
0.9069401471634336)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Lower&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.08283559590832368&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Upper&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.05694014716343365&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Average&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-l=&lt;br /&gt;
anguage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.06988787153587867&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Noch schlimmer sä=&lt;br /&gt;
he das&lt;br /&gt;
aus, wenn man auf 100 Fällen nur eine Güte von 0.75 zeigen kann:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'f=&lt;br /&gt;
ont-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;n =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValT=&lt;br /&gt;
ok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;100&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt; &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;p =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0.75&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;result =3D &amp;lt;span class=3DSpellE&amp;gt;binconf&amp;lt;/span&amp;gt;(&amp;lt;=&lt;br /&gt;
span&lt;br /&gt;
class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;p,n&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0=&lt;br /&gt;
pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(result)&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DSpellE&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;compAvg&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;(p, result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;], result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;])&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:1=&lt;br /&gt;
1.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt;mso-ansi-language:DE'&amp;gt;(0.656955364519384,&lt;br /&gt;
0.8245478863771232)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Lower&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.09304463548061603&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Upper&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.07454788637712317&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Average&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-l=&lt;br /&gt;
anguage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.0837962609288696&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Jetzt möchte ich =&lt;br /&gt;
das noch&lt;br /&gt;
empirisch zeigen.&amp;lt;a name=3Dempirische-berechnung&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h2&amp;gt;&amp;lt;span style=3D'mso-bookmark:empirische-berechnung'&amp;gt;&amp;lt;span style=3D'mso-a=&lt;br /&gt;
nsi-language:&lt;br /&gt;
DE'&amp;gt;Die empirische Berechnung&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/h2&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:empirische-berechnung'&amp;gt;&amp;lt;/span&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Dazu führe ich &amp;lt;i=&lt;br /&gt;
&amp;gt;n-mal&amp;lt;/i&amp;gt;&lt;br /&gt;
ein Zufallsexperiment durch und prüfe jeweils, ob es erfolgreich war oder&lt;br /&gt;
nicht:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'fon=&lt;br /&gt;
t-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;from&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; matplotl=&lt;br /&gt;
ib &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-=&lt;br /&gt;
size:12.0pt'&amp;gt;import&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt; &amp;lt;span class=3DSpellE&amp;gt;pyplot&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US=&lt;br /&gt;
&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0p=&lt;br /&gt;
t;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;def&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; experime=&lt;br /&gt;
nt(&amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;n,p&amp;lt;/span&amp;gt;):&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;# we draw a sample result&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;sample_population_result&amp;lt;/span&amp;gt; =3D []&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;# this result has same distribution as the overall population resul=&lt;br /&gt;
t&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;sample_population&amp;lt;/span&amp;gt; =3D &amp;lt;span class=3DSpellE&amp;gt;np.random.=&lt;br /&gt;
rand&amp;lt;/span&amp;gt;(n)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;for&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; &amp;lt;span class=3DSpellE&amp;gt;=&lt;br /&gt;
i&amp;lt;/span&amp;gt;&lt;br /&gt;
in &amp;lt;span class=3DSpellE&amp;gt;sample_population&amp;lt;/span&amp;gt;:&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;        &amp;lt;/span&amp;gt;=&lt;br /&gt;
result&lt;br /&gt;
=3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-s=&lt;br /&gt;
ize:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;0.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;        &amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;# the experiment is successful with p % &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;        &amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;if&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; &amp;lt;span class=3DSpellE&amp;gt;=&lt;br /&gt;
i&amp;lt;/span&amp;gt;&lt;br /&gt;
&amp;amp;lt;=3D p: &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;          &lt;br /&gt;
&amp;lt;/span&amp;gt;result =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;        &amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;sample_population_result.append&amp;lt;/span&amp;gt;(result)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;# Question is, how probable is it, that this was created by chance?=&lt;br /&gt;
 &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;# According to the Wilson Score interval, in 95% this will be in th=&lt;br /&gt;
e &amp;lt;br&amp;gt;&lt;br /&gt;
range of (0.850620891970041, 0.934316655935257)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;        &amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;return&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;sum&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(&amp;lt;span class=3DSpellE&amp;gt;=&lt;br /&gt;
sample_population_result&amp;lt;/span&amp;gt;)/n&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;i&lt;br /&gt;
style=3D'mso-bidi-font-style:normal'&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:=&lt;br /&gt;
11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt;font-family:Consolas;color:#60A0B0'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/=&lt;br /&gt;
span&amp;gt;&amp;lt;/i&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Dann lasse ich mir&lt;br /&gt;
visualisieren, wie häufig im Durchschnitt die Experimente erfolgreich waren&lt;br /&gt;
oder nicht, wenn ich sie sehr häufig durchführe:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;de=&lt;br /&gt;
f&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; plot(n,p):&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
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t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;experiments_mean =3D []&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;number_experiments =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100000&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DKeywordTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;for&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; x in &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;range&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;(number_experiments):&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;       &lt;br /&gt;
&amp;lt;/span&amp;gt;experiments_mean.append(experiment(n,p))&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;binwidth =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;pyplot.hist(experiments_mean,&lt;br /&gt;
bins=3Dnp.arange(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-langua=&lt;br /&gt;
ge:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DFloatTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font=&lt;br /&gt;
-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.=&lt;br /&gt;
5&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;,&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;,&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.01&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;), density=3D&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;) &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# density=3D1, stacked=3DTrue, cumulative=&lt;br /&gt;
=3DFalse,&lt;br /&gt;
alpha=3D1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !m=&lt;br /&gt;
sorm'&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T162=&lt;br /&gt;
4'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;pyplot.axis([&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.5&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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p-change:&lt;br /&gt;
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EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;20&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;])&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
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t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;pyplot.grid(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DOtherTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;True&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;pyplot.show()&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# confidence intervals&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;alpha =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.95&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
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t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;p =3D ((&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;-alpha)/&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;2.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;) * &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;lower =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;max&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, np.percentile(experiments_mean, p))&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;p =3D (alpha+((&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;-alpha)/&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;2.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;)) * &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;upper =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;min&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, np.percentile(experiments_mean, p))&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DStringTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;‘&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DOtherTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;%.1f&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DStringTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; confidence interval &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DOtherTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;%.1f%%&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DStringTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; and &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DOtherTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;%.1f%%&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DStringTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;’&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; % (alpha*&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;sp=&lt;br /&gt;
an&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, lower*&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, upper*&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;))&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Dazu nehme ich zu=&lt;br /&gt;
nächst&lt;br /&gt;
einmal an, ich habe 200 Beispiele und zeige darauf eine Güte von 0.85:&amp;lt;o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# =&lt;br /&gt;
In our&lt;br /&gt;
sample, how often are we correct? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;p =&lt;br /&gt;
=3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.85&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# =&lt;br /&gt;
How&lt;br /&gt;
large is our sample? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-la=&lt;br /&gt;
nguage:&lt;br /&gt;
DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämp=&lt;br /&gt;
gen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;n =&lt;br /&gt;
=3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;200&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# =&lt;br /&gt;
overall_population_result&lt;br /&gt;
average we do not know&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-l=&lt;br /&gt;
anguage:&lt;br /&gt;
DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämp=&lt;br /&gt;
gen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;pl=&lt;br /&gt;
ot(n,p)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-font-size:12.=&lt;br /&gt;
0pt;&lt;br /&gt;
mso-ansi-language:DE;mso-no-proof:yes'&amp;gt;&amp;lt;!--[if gte vml 1]&amp;gt;&amp;lt;v:shapetype id=&lt;br /&gt;
=3D&amp;quot;_x0000_t75&amp;quot;&lt;br /&gt;
 coordsize=3D&amp;quot;21600,21600&amp;quot; o:spt=3D&amp;quot;75&amp;quot; o:preferrelative=3D&amp;quot;t&amp;quot; path=3D&amp;quot;m@4@=&lt;br /&gt;
5l@4@11@9@11@9@5xe&amp;quot;&lt;br /&gt;
 filled=3D&amp;quot;f&amp;quot; stroked=3D&amp;quot;f&amp;quot;&amp;gt;&lt;br /&gt;
 &amp;lt;v:stroke joinstyle=3D&amp;quot;miter&amp;quot;/&amp;gt;&lt;br /&gt;
 &amp;lt;v:formulas&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;if lineDrawn pixelLineWidth 0&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;sum @0 1 0&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;sum 0 0 @1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @2 1 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @3 21600 pixelWidth&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @3 21600 pixelHeight&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;sum @0 0 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @6 1 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @7 21600 pixelWidth&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;sum @8 21600 0&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @7 21600 pixelHeight&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;sum @10 21600 0&amp;quot;/&amp;gt;&lt;br /&gt;
 &amp;lt;/v:formulas&amp;gt;&lt;br /&gt;
 &amp;lt;v:path o:extrusionok=3D&amp;quot;f&amp;quot; gradientshapeok=3D&amp;quot;t&amp;quot; o:connecttype=3D&amp;quot;rect&amp;quot;/&amp;gt;&lt;br /&gt;
 &amp;lt;o:lock v:ext=3D&amp;quot;edit&amp;quot; aspectratio=3D&amp;quot;t&amp;quot;/&amp;gt;&lt;br /&gt;
&amp;lt;/v:shapetype&amp;gt;&amp;lt;v:shape id=3D&amp;quot;Grafik_x0020_3&amp;quot; o:spid=3D&amp;quot;_x0000_i1027&amp;quot; type=&lt;br /&gt;
=3D&amp;quot;#_x0000_t75&amp;quot;&lt;br /&gt;
 style=3D'width:386.25pt;height:252pt;visibility:visible;mso-wrap-style:squ=&lt;br /&gt;
are'&amp;gt;&lt;br /&gt;
 &amp;lt;v:imagedata src=3D&amp;quot;file5774-Dateien/image001.png&amp;quot; o:title=3D&amp;quot;&amp;quot;/&amp;gt;&lt;br /&gt;
&amp;lt;/v:shape&amp;gt;&amp;lt;![endif]--&amp;gt;&amp;lt;![if !vml]&amp;gt;&amp;lt;img border=3D0 width=3D515 height=3D336&lt;br /&gt;
src=3D&amp;quot;file5774-Dateien/image002.png&amp;quot; v:shapes=3D&amp;quot;Grafik_x0020_3&amp;quot;&amp;gt;&amp;lt;![endif]=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-font-size:12.=&lt;br /&gt;
0pt;&lt;br /&gt;
mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-font-size:12.=&lt;br /&gt;
0pt;&lt;br /&gt;
mso-ansi-language:DE'&amp;gt;95.0 &amp;lt;span class=3DSpellE&amp;gt;confidence&amp;lt;/span&amp;gt; &amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;interval&amp;lt;/span&amp;gt; 80.0% and 89.5%&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Bei 200 Beispiele=&lt;br /&gt;
n liegt&lt;br /&gt;
die Güte wieder am wahrscheinlichsten bei 85 % +- 5%&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Schlechter sieht =&lt;br /&gt;
es aus,&lt;br /&gt;
wenn man nur 100 Beispiele nimmt:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'=&lt;br /&gt;
font-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;# In our sample, how often are we correct=&lt;br /&gt;
? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;p =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0.85&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0p=&lt;br /&gt;
t;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;# How large is our sample? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;n =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;100&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0p=&lt;br /&gt;
t;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;# &amp;lt;span class=3DSpellE&amp;gt;overall_population_result=&lt;br /&gt;
&amp;lt;/span&amp;gt;&lt;br /&gt;
average we do not know&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;plot(&amp;lt;span class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;n,=&lt;br /&gt;
p&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DImageCaption align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE;mso-no-proof:yes'&amp;gt;&amp;lt;!--[if gte vml 1]&amp;gt;&amp;lt;v:shape=&lt;br /&gt;
 id=3D&amp;quot;Grafik_x0020_2&amp;quot;&lt;br /&gt;
 o:spid=3D&amp;quot;_x0000_i1026&amp;quot; type=3D&amp;quot;#_x0000_t75&amp;quot; style=3D'width:386.25pt;heigh=&lt;br /&gt;
t:252pt;&lt;br /&gt;
 visibility:visible;mso-wrap-style:square'&amp;gt;&lt;br /&gt;
 &amp;lt;v:imagedata src=3D&amp;quot;file5774-Dateien/image003.png&amp;quot; o:title=3D&amp;quot;&amp;quot;/&amp;gt;&lt;br /&gt;
&amp;lt;/v:shape&amp;gt;&amp;lt;![endif]--&amp;gt;&amp;lt;![if !vml]&amp;gt;&amp;lt;img border=3D0 width=3D515 height=3D336&lt;br /&gt;
src=3D&amp;quot;file5774-Dateien/image004.png&amp;quot; v:shapes=3D&amp;quot;Grafik_x0020_2&amp;quot;&amp;gt;&amp;lt;![endif]=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-font-size:12.=&lt;br /&gt;
0pt;&lt;br /&gt;
mso-ansi-language:DE'&amp;gt;95.0 &amp;lt;span class=3DSpellE&amp;gt;confidence&amp;lt;/span&amp;gt; &amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;interval&amp;lt;/span&amp;gt; 78.0% and 92.0%&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Das Histogramm ist&lt;br /&gt;
deutlich flacher, die gezeigte Güte wurde mit höherer Wahrscheinlichkeit du=&lt;br /&gt;
rch &amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;reinen&amp;lt;/span&amp;gt; Zufall erreicht und könnte auch einer Güte deu=&lt;br /&gt;
tlich&lt;br /&gt;
unter der gezeigten entsprechen.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Noch schlimmer si=&lt;br /&gt;
eht es&lt;br /&gt;
aus, wenn nur eine Güte von 0.75 anvisiert wird, denn je niedriger die Güte,&lt;br /&gt;
desto höher die Schwankungen:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'=&lt;br /&gt;
font-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;# In our sample, how often are we correct=&lt;br /&gt;
? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;p =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0.75&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0p=&lt;br /&gt;
t;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;# How large is our sample? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;n =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;100&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0p=&lt;br /&gt;
t;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;# &amp;lt;span class=3DSpellE&amp;gt;overall_population_result=&lt;br /&gt;
&amp;lt;/span&amp;gt;&lt;br /&gt;
average we do not know&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;plot(&amp;lt;span class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;n,=&lt;br /&gt;
p&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
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&lt;br /&gt;
&amp;lt;p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE;mso-no-proof:yes'&amp;gt;&amp;lt;!--[if gte vml 1]&amp;gt;&amp;lt;v:shape=&lt;br /&gt;
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t:252pt;&lt;br /&gt;
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src=3D&amp;quot;file5774-Dateien/image006.png&amp;quot; v:shapes=3D&amp;quot;Grafik_x0020_1&amp;quot;&amp;gt;&amp;lt;![endif]=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;95.0 confidence interval 66.0% and 83.0%&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h2&amp;gt;&amp;lt;a name=3Dtake-home-message&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'=&lt;br /&gt;
&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T162=&lt;br /&gt;
4'&amp;gt;Die Take-Home-Message&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/h2&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:take-home-message'&amp;gt;&amp;lt;/span&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Auf die Frage, &amp;amp;q=&lt;br /&gt;
uot;Wie viele&lt;br /&gt;
Trainings- und Testdaten benötigt ein NLP-Algorithmus?&amp;amp;quot; ist es daher&lt;br /&gt;
sinnvoller zu antworten:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;i style=3D'mso-bidi-font-style:normal'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;Bei einer geplanten Güte von 0.85 sollten wir&lt;br /&gt;
zumindest 200 zufällig ausgewählte Beispiele zum Testen nutzen, damit die G=&lt;br /&gt;
üte&lt;br /&gt;
zu einer hohen Wahrscheinlichkeit auch auf dem Gesamtdatensatz gilt (nämlich&lt;br /&gt;
mit 95 Prozent Wahrscheinlichkeit nur 5 Prozent davon abweicht).&amp;lt;/span&amp;gt;&amp;lt;/i&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;i style=3D'mso-bidi-font-style:normal'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;Dieser Test wird zeigen, ob wir (weiter)&lt;br /&gt;
trainieren müssen. Falls das Testergebnis verbessert werden muss, nutzen wir&lt;br /&gt;
die Testdaten zum Trainieren und erstellen anschließend einen neuen&lt;br /&gt;
Testdatensatz.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/i&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Diesbezüglich&lt;br /&gt;
abschließend noch drei wichtige Tipps:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l2 level1 lfo4;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;•&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;nb=&lt;br /&gt;
sp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Die Tes=&lt;br /&gt;
tdaten&lt;br /&gt;
sollten &amp;lt;span class=3DGramE&amp;gt;ganz zufällig&amp;lt;/span&amp;gt; aus dem Gesamtdatensatz he=&lt;br /&gt;
rausgezogen&lt;br /&gt;
werden. Jeder &amp;amp;quot;Bias&amp;amp;quot; sorgt hierfür, dass die Güte auf dem&lt;br /&gt;
Gesamtdatensatz anders aussehen würde und das Vertrauen in die Statistik&lt;br /&gt;
deutlich geringer ausfallen muss. Auf diese Weise sind auch positive und&lt;br /&gt;
negative Beispiele „stratifiziert“ im Sample enthalten. &amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l2 level1 lfo4;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;•&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;nb=&lt;br /&gt;
sp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Die Tes=&lt;br /&gt;
tdaten&lt;br /&gt;
sollten ausschließlich zum Testen und nicht zum Training verwendet werden.&lt;br /&gt;
Anderenfalls bringt man auch hier &amp;amp;quot;Bias&amp;amp;quot; in das Modell, so dass m=&lt;br /&gt;
an&lt;br /&gt;
der Statistik in Bezug auf den Gesamtdatensatz nicht mehr vertrauen kann&amp;lt;o:=&lt;br /&gt;
p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l2 level1 lfo4;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;•&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;nb=&lt;br /&gt;
sp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Wenn Te=&lt;br /&gt;
st-&lt;br /&gt;
und Trainingsdaten manuell durch Annotation erstellt werden müssen, ist dies&lt;br /&gt;
ein großer Aufwand. Daher wird stets nach Möglichkeiten gesucht, um die Anz=&lt;br /&gt;
ahl&lt;br /&gt;
an Daten weiter zu minimieren. Um den Rahmen dieses Blogartikels nicht zu s=&lt;br /&gt;
prengen,&lt;br /&gt;
möchte ich hier Cross-Validation, Data Augmentation oder Semi-Supervision a=&lt;br /&gt;
ls&lt;br /&gt;
Beispielmöglichkeiten nur kurz nennen.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Viel Erfolg in Ih=&lt;br /&gt;
ren&lt;br /&gt;
nächsten Data-Analytics-Projekten!&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h2&amp;gt;&amp;lt;a name=3Ddanksagung&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Danksagung&amp;lt;o:=&lt;br /&gt;
p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/h2&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:danksagung'&amp;gt;&amp;lt;/span&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;i style=3D'mso-bidi-font-style:normal'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;Vielen Dank an Philipp Mildenberger für die&lt;br /&gt;
Mithilfe bei diesem Blogartikel.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/i&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
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		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Wie_viele_Trainings-_und_Testdaten_ben%C3%B6tigt_ein_NLP-Algorithmus%3F</id>
		<title>Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Wie_viele_Trainings-_und_Testdaten_ben%C3%B6tigt_ein_NLP-Algorithmus%3F"/>
				<updated>2025-03-23T15:26:31Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Created page with &amp;quot;MIME-Version: 1.0 Content-Type: multipart/related; boundary=&amp;quot;----=_NextPart_01DB9C10.2242BB10&amp;quot;  Dieses Dokument ist eine Webseite in einer Datei, auch als Webarchivdatei bezei...&amp;quot;&lt;/p&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
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   Name=3D&amp;quot;caption&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;table of figures&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;envelope address&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;envelope return&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;footnote reference&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;annotation reference&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;line number&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;page number&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;endnote reference&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;endnote text&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;table of authorities&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;macro&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;toa heading&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;List Bullet&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Number&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;List 2&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;List 3&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;List 5&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Bullet 2&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Bullet 5&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Number 2&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Number 3&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Number 4&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Number 5&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Closing&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Signature&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Body Text&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Body Text Indent&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Continue&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;List Continue 2&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;List Continue 3&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;List Continue 4&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;List Continue 5&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Message Header&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Salutation&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Date&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Body Text 3&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Body Text Indent 2&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Body Text Indent 3&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Block Text&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Hyperlink&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;FollowedHyperlink&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Document Map&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Plain Text&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;E-mail Signature&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Top of Form&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Bottom of Form&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Normal (Web)&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Acronym&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Address&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Cite&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Code&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Definition&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Keyboard&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Preformatted&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Sample&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Typewriter&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;HTML Variable&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Normal Table&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;annotation subject&amp;quot;/&amp;gt;&lt;br /&gt;
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   UnhideWhenUsed=3D&amp;quot;true&amp;quot; Name=3D&amp;quot;No List&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Outline List 1&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Outline List 2&amp;quot;/&amp;gt;&lt;br /&gt;
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   Name=3D&amp;quot;Outline List 3&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Simple 1&amp;quot;/&amp;gt;&lt;br /&gt;
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ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Simple 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
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   Name=3D&amp;quot;Table Simple 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Classic 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Classic 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Classic 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Classic 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Colorful 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Colorful 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Colorful 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Columns 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Columns 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Columns 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Columns 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Columns 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 7&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Grid 8&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 7&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table List 8&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table 3D effects 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table 3D effects 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table 3D effects 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Contemporary&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Elegant&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Professional&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Subtle 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Subtle 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Web 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Web 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Web 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Balloon Text&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Table Theme&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; Name=3D&amp;quot;Placeholder =&lt;br /&gt;
Text&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; Name=3D&amp;quot;Revision&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Bibliography&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; SemiHidden=3D&amp;quot;true&amp;quot; UnhideWhenUsed=3D&amp;quot;tr=&lt;br /&gt;
ue&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;TOC Heading&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot; Name=3D&amp;quot;Grid Table 6 Col=&lt;br /&gt;
orful&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot; Name=3D&amp;quot;Grid Table 7 Col=&lt;br /&gt;
orful&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 6 Colorful Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 1 Light Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;Grid Table 2 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;Grid Table 3 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;Grid Table 4 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;Grid Table 5 Dar=&lt;br /&gt;
k Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;Grid Table 7 Colorful Accent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot; Name=3D&amp;quot;List Table 1 Lig=&lt;br /&gt;
ht&amp;quot;/&amp;gt;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3&amp;quot;/&amp;gt;&lt;br /&gt;
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k&amp;quot;/&amp;gt;&lt;br /&gt;
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orful&amp;quot;/&amp;gt;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
k Accent 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 2&amp;quot;/&amp;gt;&lt;br /&gt;
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k Accent 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
   Name=3D&amp;quot;List Table 1 Light Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
k Accent 3&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;52&amp;quot;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;46&amp;quot;&lt;br /&gt;
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  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;47&amp;quot; Name=3D&amp;quot;List Table 2 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
k Accent 4&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;51&amp;quot;&lt;br /&gt;
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ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 5&amp;quot;/&amp;gt;&lt;br /&gt;
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k Accent 5&amp;quot;/&amp;gt;&lt;br /&gt;
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ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;48&amp;quot; Name=3D&amp;quot;List Table 3 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;49&amp;quot; Name=3D&amp;quot;List Table 4 Acc=&lt;br /&gt;
ent 6&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;w:LsdException Locked=3D&amp;quot;false&amp;quot; Priority=3D&amp;quot;50&amp;quot; Name=3D&amp;quot;List Table 5 Dar=&lt;br /&gt;
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	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:&amp;quot; &amp;quot;;&lt;br /&gt;
	mso-level-tab-stop:72.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:96.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l1:level4&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:&amp;quot; &amp;quot;;&lt;br /&gt;
	mso-level-tab-stop:108.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:132.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l1:level5&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:&amp;quot; &amp;quot;;&lt;br /&gt;
	mso-level-tab-stop:144.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:168.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l1:level6&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:&amp;quot; &amp;quot;;&lt;br /&gt;
	mso-level-tab-stop:180.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:204.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l1:level7&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:&amp;quot; &amp;quot;;&lt;br /&gt;
	mso-level-tab-stop:216.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:240.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l1:level8&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-text:&amp;quot;&amp;quot;;&lt;br /&gt;
	mso-level-tab-stop:none;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:0cm;&lt;br /&gt;
	text-indent:0cm;}&lt;br /&gt;
@list l1:level9&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-text:&amp;quot;&amp;quot;;&lt;br /&gt;
	mso-level-tab-stop:none;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:0cm;&lt;br /&gt;
	text-indent:0cm;}&lt;br /&gt;
@list l2&lt;br /&gt;
	{mso-list-id:1303935992;&lt;br /&gt;
	mso-list-template-ids:78512436;}&lt;br /&gt;
@list l2:level1&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:•;&lt;br /&gt;
	mso-level-tab-stop:0cm;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:24.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l2:level2&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:–;&lt;br /&gt;
	mso-level-tab-stop:36.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:60.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l2:level3&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:•;&lt;br /&gt;
	mso-level-tab-stop:72.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:96.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l2:level4&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:–;&lt;br /&gt;
	mso-level-tab-stop:108.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:132.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l2:level5&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:•;&lt;br /&gt;
	mso-level-tab-stop:144.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:168.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l2:level6&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:–;&lt;br /&gt;
	mso-level-tab-stop:180.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:204.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l2:level7&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-number-format:bullet;&lt;br /&gt;
	mso-level-text:•;&lt;br /&gt;
	mso-level-tab-stop:216.0pt;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:240.0pt;&lt;br /&gt;
	text-indent:-24.0pt;}&lt;br /&gt;
@list l2:level8&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-text:&amp;quot;&amp;quot;;&lt;br /&gt;
	mso-level-tab-stop:none;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:0cm;&lt;br /&gt;
	text-indent:0cm;}&lt;br /&gt;
@list l2:level9&lt;br /&gt;
	{mso-level-start-at:0;&lt;br /&gt;
	mso-level-text:&amp;quot;&amp;quot;;&lt;br /&gt;
	mso-level-tab-stop:none;&lt;br /&gt;
	mso-level-number-position:left;&lt;br /&gt;
	margin-left:0cm;&lt;br /&gt;
	text-indent:0cm;}&lt;br /&gt;
ol&lt;br /&gt;
	{margin-bottom:0cm;}&lt;br /&gt;
ul&lt;br /&gt;
	{margin-bottom:0cm;}&lt;br /&gt;
--&amp;gt;&lt;br /&gt;
&amp;lt;/style&amp;gt;&lt;br /&gt;
&amp;lt;!--[if gte mso 10]&amp;gt;&lt;br /&gt;
&amp;lt;style&amp;gt;&lt;br /&gt;
 /* Style Definitions */&lt;br /&gt;
 table.MsoNormalTable&lt;br /&gt;
	{mso-style-name:&amp;quot;Normale Tabelle&amp;quot;;&lt;br /&gt;
	mso-tstyle-rowband-size:0;&lt;br /&gt;
	mso-tstyle-colband-size:0;&lt;br /&gt;
	mso-style-noshow:yes;&lt;br /&gt;
	mso-style-priority:99;&lt;br /&gt;
	mso-style-parent:&amp;quot;&amp;quot;;&lt;br /&gt;
	mso-padding-alt:0cm 5.4pt 0cm 5.4pt;&lt;br /&gt;
	mso-para-margin-top:0cm;&lt;br /&gt;
	mso-para-margin-right:0cm;&lt;br /&gt;
	mso-para-margin-bottom:10.0pt;&lt;br /&gt;
	mso-para-margin-left:0cm;&lt;br /&gt;
	mso-pagination:widow-orphan;&lt;br /&gt;
	font-size:12.0pt;&lt;br /&gt;
	font-family:&amp;quot;Cambria&amp;quot;,serif;&lt;br /&gt;
	mso-ascii-font-family:Cambria;&lt;br /&gt;
	mso-ascii-theme-font:minor-latin;&lt;br /&gt;
	mso-hansi-font-family:Cambria;&lt;br /&gt;
	mso-hansi-theme-font:minor-latin;&lt;br /&gt;
	mso-ansi-language:EN-US;&lt;br /&gt;
	mso-fareast-language:EN-US;}&lt;br /&gt;
&amp;lt;/style&amp;gt;&lt;br /&gt;
&amp;lt;![endif]--&amp;gt;&amp;lt;!--[if gte mso 9]&amp;gt;&amp;lt;xml&amp;gt;&lt;br /&gt;
 &amp;lt;o:shapedefaults v:ext=3D&amp;quot;edit&amp;quot; spidmax=3D&amp;quot;1026&amp;quot;/&amp;gt;&lt;br /&gt;
&amp;lt;/xml&amp;gt;&amp;lt;![endif]--&amp;gt;&amp;lt;!--[if gte mso 9]&amp;gt;&amp;lt;xml&amp;gt;&lt;br /&gt;
 &amp;lt;o:shapelayout v:ext=3D&amp;quot;edit&amp;quot;&amp;gt;&lt;br /&gt;
  &amp;lt;o:idmap v:ext=3D&amp;quot;edit&amp;quot; data=3D&amp;quot;1&amp;quot;/&amp;gt;&lt;br /&gt;
 &amp;lt;/o:shapelayout&amp;gt;&amp;lt;/xml&amp;gt;&amp;lt;![endif]--&amp;gt;&lt;br /&gt;
&amp;lt;/head&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;body lang=3DDE link=3Dblue vlink=3Dpurple style=3D'tab-interval:36.0pt;wor=&lt;br /&gt;
d-wrap:break-word'&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;div class=3DWordSection1&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h1&amp;gt;&amp;lt;a name=3Dwieviele-testdaten-sind-nötig-um-einen-n&amp;gt;&amp;lt;span style=3D'mso-a=&lt;br /&gt;
nsi-language:&lt;br /&gt;
DE'&amp;gt;Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?&amp;lt;o:p&amp;gt;&amp;lt;/=&lt;br /&gt;
o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/h1&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:wieviele-testdaten-sind-nötig-um-einen-n'&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Natural Language&lt;br /&gt;
Processing-Systeme – darunter auch &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://www.empolis.com/empolis-healthcare-analytics-services/&amp;quot;&amp;gt;uns=&lt;br /&gt;
eres&amp;lt;/a&amp;gt;&lt;br /&gt;
– funktionieren Out-&amp;lt;span class=3DSpellE&amp;gt;of&amp;lt;/span&amp;gt;-&amp;lt;span class=3DSpellE&amp;gt;the=&lt;br /&gt;
&amp;lt;/span&amp;gt;-box,&lt;br /&gt;
um Textdaten aus der klinischen Routine zu analysieren. Häufig werden jedoch&lt;br /&gt;
spezielle Daten eines Krankenhauses, eines Instituts, einer Abteilung – ers=&lt;br /&gt;
tellt&lt;br /&gt;
von speziellen Personengruppen mit eigenem Fachvokabular – analysiert. &amp;lt;o:p=&lt;br /&gt;
&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Hier werden wir h=&lt;br /&gt;
äufig&lt;br /&gt;
gefragt, wie viele Trainings- und Testdaten notwendig sind, um eine hohe Gü=&lt;br /&gt;
te&lt;br /&gt;
der Analysen sicherzustellen. Die einfache Antwort &amp;amp;quot;Geben Sie uns so v=&lt;br /&gt;
iele&lt;br /&gt;
Daten wie möglich, wir nutzen dann davon 90 Prozent zum Training und 10 Pro=&lt;br /&gt;
zent&lt;br /&gt;
zum Testen&amp;amp;quot; ist nicht hilfreich.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Warum macht man e=&lt;br /&gt;
s sich&lt;br /&gt;
mit dieser Antwort zu einfach?&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l0 level1 lfo2;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;1.&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;n=&lt;br /&gt;
bsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Typisch=&lt;br /&gt;
erweise&lt;br /&gt;
möchte man so wenig Daten wie möglich und so viele wie nötig übermitteln (z=&lt;br /&gt;
. B.&lt;br /&gt;
aus Datenschutzgründen).&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l0 level1 lfo2;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;2.&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;n=&lt;br /&gt;
bsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Wie vie=&lt;br /&gt;
le&lt;br /&gt;
Daten man zum Training benötigt, lässt sich niemals vorher eindeutig sagen,=&lt;br /&gt;
 da&lt;br /&gt;
dies auf den Use Case ankommt.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l0 level1 lfo2;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;3.&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;n=&lt;br /&gt;
bsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;10 Proz=&lt;br /&gt;
ent&lt;br /&gt;
der gesamten verfügbaren Daten zum Testen können sowohl zu viel als auch zu&lt;br /&gt;
wenig sein.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Ich möchte in die=&lt;br /&gt;
sem&lt;br /&gt;
Blogartikel eine etwas präzisere Antwort erarbeiten: einmal analytisch, ein=&lt;br /&gt;
mal&lt;br /&gt;
empirisch.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h2&amp;gt;&amp;lt;a name=3Didee-der-konfidenzintervalle&amp;gt;&amp;lt;span style=3D'mso-ansi-language=&lt;br /&gt;
:DE'&amp;gt;Die&lt;br /&gt;
Idee der Konfidenzintervalle&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/h2&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:idee-der-konfidenzintervalle'&amp;gt;&amp;lt;/span&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Was steckt hinter=&lt;br /&gt;
 den&lt;br /&gt;
Konfidenzintervallen?&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Letztendlich die&lt;br /&gt;
Information, wie sicher man sich sein kann, ob eine Statistik auf einem&lt;br /&gt;
zufälligen &amp;amp;quot;Sample&amp;amp;quot; auch auf dem Gesamtdatensatz gilt.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;In unserem Fall w=&lt;br /&gt;
ollen&lt;br /&gt;
wir herausfinden, ob die Güte unseres NLP-Algorithmus bei der Annotation ei=&lt;br /&gt;
nes&lt;br /&gt;
Textes mit einem Konzept, gezeigt auf einem zufälligen &amp;amp;quot;Sample&amp;amp;quot;, =&lt;br /&gt;
auch&lt;br /&gt;
auf dem Gesamtdatensatz gilt.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Die Güte „p“ eines&lt;br /&gt;
NLP-Algorithmus beschreibt, wie häufig er statistisch richtig liegt (häufig=&lt;br /&gt;
 als&lt;br /&gt;
Genauigkeit, Trefferwahrscheinlichkeit, Trefferquote oder andere ausgewählte&lt;br /&gt;
Metriken). Die Samplegröße „n“ beschreibt die Anzahl an Versuchen mit&lt;br /&gt;
zufälligen Beispielen aus dem Gesamtdatensatz.&amp;lt;span style=3D'mso-spacerun:y=&lt;br /&gt;
es'&amp;gt; &lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Die Frage ist: Be=&lt;br /&gt;
i Güte&lt;br /&gt;
„p“ und Samplegröße „n“ über welchem minimalen und unter welchem maximalen =&lt;br /&gt;
Wert&lt;br /&gt;
um die gezeigte Güte liegt mit hoher Wahrscheinlichkeit (typischerweise 95%)&lt;br /&gt;
die tatsächliche Güte auf dem Gesamtdatensatz? &amp;lt;span&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt; &amp;lt;/span&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h2&amp;gt;&amp;lt;a name=3Danalytische-berechnung&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;D=&lt;br /&gt;
ie analytische&lt;br /&gt;
Berechnung&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/h2&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:analytische-berechnung'&amp;gt;&amp;lt;/span&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Es gibt verschied=&lt;br /&gt;
ene&lt;br /&gt;
Methoden, um ein Konfidenzintervall zu berechnen. Die Methoden unterscheiden&lt;br /&gt;
sich zum Beispiel in den Annahmen an die Daten.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;In unserem Fall k=&lt;br /&gt;
önnen&lt;br /&gt;
wir zum Beispiel von einer Binomialverteilung ausgehen, bei der ein Experim=&lt;br /&gt;
ent&lt;br /&gt;
eine bestimmte Anzahl durchgeführt wird, jeweils mit dem Ergebnis&lt;br /&gt;
&amp;amp;quot;erfolgreich bzw. Annotation korrekt&amp;amp;quot; oder “nicht erfolgreich bzw.&lt;br /&gt;
Annotation inkorrekt&amp;amp;quot;.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Um nun ein &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://en.wikipedia.org/wiki/Binomial_proportion_confidence_interv=&lt;br /&gt;
al&amp;quot;&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;Binomial&amp;lt;/span&amp;gt; Confidence &amp;lt;span class=3DSpellE&amp;gt;Interval&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/a&amp;gt;&lt;br /&gt;
zu berechnen, kann man zudem weitere Annahmen treffen.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Wenn zum Beispiel=&lt;br /&gt;
 von&lt;br /&gt;
einer Normalverteilung ausgegangen wird (Normalverteilungs-Approximation),&lt;br /&gt;
vereinfacht sich die Berechnung, allerdings ist diese Annahme häufig zu&lt;br /&gt;
optimistisch (außerdem gibt es Probleme am Rand der Wahrscheinlichkeit sehr=&lt;br /&gt;
 nah&lt;br /&gt;
bei 1).&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Die Methode &amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;Clopper&amp;lt;/span&amp;gt;–Pearson Intervall ist dagegen möglichst &amp;amp;quot=&lt;br /&gt;
;exakt&amp;amp;quot;&lt;br /&gt;
und nutzt diese Annahmen nicht, ist allerdings manchmal ein wenig &amp;amp;quot;zu&lt;br /&gt;
vorsichtig&amp;amp;quot; bzw. konservativ.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Ein guter Komprom=&lt;br /&gt;
iss ist&lt;br /&gt;
das Wilson Score Intervall. Diese Methode wird auch in wissenschaftlichen&lt;br /&gt;
Arbeiten zur Evaluation von NLP-Systemen genutzt, z.B. siehe &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://doi.org/10.1007/s10278-013-9616-5&amp;quot;&amp;gt;&amp;lt;span class=3DSpellE&amp;gt;Sip=&lt;br /&gt;
po&amp;lt;/span&amp;gt;&lt;br /&gt;
et al. 2013&amp;lt;/a&amp;gt;. &amp;lt;i&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/i&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h3&amp;gt;&amp;lt;a name=3Dberechnung-des-wilson-score-konfidenzint&amp;gt;&amp;lt;span style=3D'mso-a=&lt;br /&gt;
nsi-language:&lt;br /&gt;
DE'&amp;gt;Berechnung des Wilson Score Konfidenzintervalls&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/=&lt;br /&gt;
h3&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:berechnung-des-wilson-score-konfidenzint'&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;In der Literatur =&lt;br /&gt;
gibt es&lt;br /&gt;
mehrere Beispiele, um das Wilson Score Konfidenzintervall zu berechnen (z. =&lt;br /&gt;
B.&lt;br /&gt;
mit &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://www.r-bloggers.com/reference-chart-for-precision-of-wilson-=&lt;br /&gt;
binomial-proportion-confidence-interval/&amp;quot;&amp;gt;R&amp;lt;/a&amp;gt;&lt;br /&gt;
oder mit &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://stackoverflow.com/questions/13059011/is-there-any-python-fu=&lt;br /&gt;
nction-library-for-calculate-binomial-confidence-intervals/25196394&amp;quot;&amp;gt;Python=&lt;br /&gt;
&amp;lt;/a&amp;gt;).&lt;br /&gt;
Wir nutzen eine Methode mit &amp;lt;a&lt;br /&gt;
href=3D&amp;quot;https://stackoverflow.com/questions/10029588/python-implementation-=&lt;br /&gt;
of-the-wilson-score-interval&amp;quot;&amp;gt;Python&lt;br /&gt;
aus &amp;lt;span class=3DSpellE&amp;gt;Stackoverflow&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt; und haben sie leicht ange=&lt;br /&gt;
passt:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-=&lt;br /&gt;
size:12.0pt'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;import&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; numpy &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN=&lt;br /&gt;
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style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;as&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; np&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
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&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-=&lt;br /&gt;
size:12.0pt'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;import&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
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p-change:&lt;br /&gt;
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span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
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size:12.0pt'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;import&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; math&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
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class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;de=&lt;br /&gt;
f&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; binconf(p, n, c=3D&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.95&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;):&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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pan&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;if&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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p-change:&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
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pan&lt;br /&gt;
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/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
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pan&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# Advise by philipp mildenberger&amp;lt;/span&amp;gt;&amp;lt;/=&lt;br /&gt;
span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
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pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;  &amp;lt;/span&amp;gt;z =3D scipy.stats.norm.ppf(&amp;lt;/span&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; - &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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N-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.5&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; * (&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;-c))&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
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12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;  &amp;lt;/span&amp;gt;a1 =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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N-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; / (&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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N-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; + z * z / n)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
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t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
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n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;2&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; * n)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
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-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
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t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
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&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
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p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;-p) / n + z * z / (&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;4&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; * n * n))&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;sp=&lt;br /&gt;
an&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;  &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DKeywordTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;return&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; (a1 * (a2 - a3), a1 * (a2 + a3))&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br style=3D'mso-special-character:line-break'&amp;gt;&lt;br /&gt;
&amp;lt;![if !supportLineBreakNewLine]&amp;gt;&amp;lt;br style=3D'mso-special-character:line-bre=&lt;br /&gt;
ak'&amp;gt;&lt;br /&gt;
&amp;lt;![endif]&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Was ist die&lt;br /&gt;
Durchschnittsabweichung nach unten oder oben?&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'=&lt;br /&gt;
font-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;def&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; &amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;compAvg&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DGramE=&lt;br /&gt;
&amp;gt;(&amp;lt;/span&amp;gt;p,&lt;br /&gt;
res0, res1):&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DStringTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;amp;quot;Lower&amp;amp;quot;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(p - res0)&amp;lt;/span&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DStringTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;amp;quot;Upper&amp;amp;quot;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(res1 - p)&amp;lt;/span&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DStringTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;amp;quot;Average&amp;amp;quot;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;((p - res0+res1 - p)/&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;2&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'=&lt;br /&gt;
font-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Setzen wir also u=&lt;br /&gt;
nsere&lt;br /&gt;
Parameter:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'f=&lt;br /&gt;
ont-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;n =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValT=&lt;br /&gt;
ok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;200&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt; &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;p =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0.85&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;result =3D &amp;lt;span class=3DSpellE&amp;gt;binconf&amp;lt;/span&amp;gt;(&amp;lt;=&lt;br /&gt;
span&lt;br /&gt;
class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;p,n&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0=&lt;br /&gt;
pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(result)&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DSpellE&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;compAvg&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;(p, result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;], result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;])&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:1=&lt;br /&gt;
1.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt;mso-ansi-language:DE'&amp;gt;(0.7939442071583332,&lt;br /&gt;
0.89286406437758)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Lower&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.05605579284166673&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Upper&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.04286406437758006&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Average&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-l=&lt;br /&gt;
anguage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.049459928609623394&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Das heißt vereinf=&lt;br /&gt;
acht&lt;br /&gt;
ausgedrückt, die Güte ist 85 Prozent +- 5 Prozent in 95 Prozent der Fälle,&lt;br /&gt;
falls ich auf dem &amp;amp;quot;Sample&amp;amp;quot; eine Güte von 0.85 oder besser zeige.&lt;br /&gt;
Falls ich anstatt 200 nur 100 Beispiele ins Sample aufnehme, ist die möglic=&lt;br /&gt;
he&lt;br /&gt;
Ungenauigkeit deutlich größer, 7%:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'f=&lt;br /&gt;
ont-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;n =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValT=&lt;br /&gt;
ok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;100&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt; &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;p =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0.85&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;result =3D &amp;lt;span class=3DSpellE&amp;gt;binconf&amp;lt;/span&amp;gt;(&amp;lt;=&lt;br /&gt;
span&lt;br /&gt;
class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;p,n&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0=&lt;br /&gt;
pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(result)&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DSpellE&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;compAvg&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;(p, result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;], result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;])&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:1=&lt;br /&gt;
1.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt;mso-ansi-language:DE'&amp;gt;(0.7671644040916763,&lt;br /&gt;
0.9069401471634336)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Lower&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.08283559590832368&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Upper&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.05694014716343365&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Average&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-l=&lt;br /&gt;
anguage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.06988787153587867&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Noch schlimmer sä=&lt;br /&gt;
he das&lt;br /&gt;
aus, wenn man auf 100 Fällen nur eine Güte von 0.75 zeigen kann:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'f=&lt;br /&gt;
ont-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;n =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValT=&lt;br /&gt;
ok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;100&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt; &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;p =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0.75&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;result =3D &amp;lt;span class=3DSpellE&amp;gt;binconf&amp;lt;/span&amp;gt;(&amp;lt;=&lt;br /&gt;
span&lt;br /&gt;
class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;p,n&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0=&lt;br /&gt;
pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(result)&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DSpellE&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;compAvg&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;(p, result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;], result[&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;])&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:1=&lt;br /&gt;
1.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt;mso-ansi-language:DE'&amp;gt;(0.656955364519384,&lt;br /&gt;
0.8245478863771232)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Lower&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.09304463548061603&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Upper&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-lan=&lt;br /&gt;
guage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.07454788637712317&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;Average&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-l=&lt;br /&gt;
anguage:&lt;br /&gt;
DE'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-=&lt;br /&gt;
font-size:&lt;br /&gt;
12.0pt;mso-ansi-language:DE'&amp;gt;0.0837962609288696&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Jetzt möchte ich =&lt;br /&gt;
das noch&lt;br /&gt;
empirisch zeigen.&amp;lt;a name=3Dempirische-berechnung&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h2&amp;gt;&amp;lt;span style=3D'mso-bookmark:empirische-berechnung'&amp;gt;&amp;lt;span style=3D'mso-a=&lt;br /&gt;
nsi-language:&lt;br /&gt;
DE'&amp;gt;Die empirische Berechnung&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/h2&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:empirische-berechnung'&amp;gt;&amp;lt;/span&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Dazu führe ich &amp;lt;i=&lt;br /&gt;
&amp;gt;n-mal&amp;lt;/i&amp;gt;&lt;br /&gt;
ein Zufallsexperiment durch und prüfe jeweils, ob es erfolgreich war oder&lt;br /&gt;
nicht:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'fon=&lt;br /&gt;
t-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;from&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; matplotl=&lt;br /&gt;
ib &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCharTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-=&lt;br /&gt;
size:12.0pt'&amp;gt;import&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt; &amp;lt;span class=3DSpellE&amp;gt;pyplot&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US=&lt;br /&gt;
&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0p=&lt;br /&gt;
t;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;def&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; experime=&lt;br /&gt;
nt(&amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;n,p&amp;lt;/span&amp;gt;):&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;# we draw a sample result&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;sample_population_result&amp;lt;/span&amp;gt; =3D []&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;# this result has same distribution as the overall population resul=&lt;br /&gt;
t&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;sample_population&amp;lt;/span&amp;gt; =3D &amp;lt;span class=3DSpellE&amp;gt;np.random.=&lt;br /&gt;
rand&amp;lt;/span&amp;gt;(n)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;for&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; &amp;lt;span class=3DSpellE&amp;gt;=&lt;br /&gt;
i&amp;lt;/span&amp;gt;&lt;br /&gt;
in &amp;lt;span class=3DSpellE&amp;gt;sample_population&amp;lt;/span&amp;gt;:&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;        &amp;lt;/span&amp;gt;=&lt;br /&gt;
result&lt;br /&gt;
=3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-s=&lt;br /&gt;
ize:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;0.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;        &amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;# the experiment is successful with p % &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;        &amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;if&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; &amp;lt;span class=3DSpellE&amp;gt;=&lt;br /&gt;
i&amp;lt;/span&amp;gt;&lt;br /&gt;
&amp;amp;lt;=3D p: &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;          &lt;br /&gt;
&amp;lt;/span&amp;gt;result =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;        &amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;sample_population_result.append&amp;lt;/span&amp;gt;(result)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;# Question is, how probable is it, that this was created by chance?=&lt;br /&gt;
 &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;# According to the Wilson Score interval, in 95% this will be in th=&lt;br /&gt;
e &amp;lt;br&amp;gt;&lt;br /&gt;
range of (0.850620891970041, 0.934316655935257)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;        &amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;return&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt; &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DDataTypeTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-f=&lt;br /&gt;
ont-size:&lt;br /&gt;
12.0pt'&amp;gt;sum&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;(&amp;lt;span class=3DSpellE&amp;gt;=&lt;br /&gt;
sample_population_result&amp;lt;/span&amp;gt;)/n&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;i&lt;br /&gt;
style=3D'mso-bidi-font-style:normal'&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:=&lt;br /&gt;
11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt;font-family:Consolas;color:#60A0B0'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/=&lt;br /&gt;
span&amp;gt;&amp;lt;/i&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Dann lasse ich mir&lt;br /&gt;
visualisieren, wie häufig im Durchschnitt die Experimente erfolgreich waren&lt;br /&gt;
oder nicht, wenn ich sie sehr häufig durchführe:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DKeywordTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;de=&lt;br /&gt;
f&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; plot(n,p):&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;experiments_mean =3D []&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;number_experiments =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100000&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
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t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DKeywordTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;for&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; x in &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;range&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;(number_experiments):&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;       &lt;br /&gt;
&amp;lt;/span&amp;gt;experiments_mean.append(experiment(n,p))&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;binwidth =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;pyplot.hist(experiments_mean,&lt;br /&gt;
bins=3Dnp.arange(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-langua=&lt;br /&gt;
ge:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DFloatTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font=&lt;br /&gt;
-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.=&lt;br /&gt;
5&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;,&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;,&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.01&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;), density=3D&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;) &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# density=3D1, stacked=3DTrue, cumulative=&lt;br /&gt;
=3DFalse,&lt;br /&gt;
alpha=3D1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !m=&lt;br /&gt;
sorm'&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T162=&lt;br /&gt;
4'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;pyplot.axis([&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.5&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;20&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;])&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;pyplot.grid(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DOtherTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;True&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;pyplot.show()&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/s=&lt;br /&gt;
pan&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# confidence intervals&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;alpha =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.95&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;p =3D ((&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;-alpha)/&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;2.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;) * &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;lower =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;max&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, np.percentile(experiments_mean, p))&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;p =3D (alpha+((&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;-alpha)/&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;2.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;)) * &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;upper =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;min&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;1.0&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, np.percentile(experiments_mean, p))&amp;lt;/sp=&lt;br /&gt;
an&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;s=&lt;br /&gt;
pan&lt;br /&gt;
style=3D'mso-spacerun:yes'&amp;gt;    &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDataTypeTok&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;print&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;(&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DStringTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;‘&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DOtherTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;%.1f&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DStringTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; confidence interval &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DOtherTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;%.1f%%&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DStringTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; and &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DOtherTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;%.1f%%&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DStringTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;’&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt; % (alpha*&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;sp=&lt;br /&gt;
an&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, lower*&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;, upper*&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;100&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;))&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Dazu nehme ich zu=&lt;br /&gt;
nächst&lt;br /&gt;
einmal an, ich habe 200 Beispiele und zeige darauf eine Güte von 0.85:&amp;lt;o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# =&lt;br /&gt;
In our&lt;br /&gt;
sample, how often are we correct? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;p =&lt;br /&gt;
=3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span lang=3DE=&lt;br /&gt;
N-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;0.85&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# =&lt;br /&gt;
How&lt;br /&gt;
large is our sample? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-la=&lt;br /&gt;
nguage:&lt;br /&gt;
DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämp=&lt;br /&gt;
gen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;n =&lt;br /&gt;
=3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span lang=3D=&lt;br /&gt;
EN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;200&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fo=&lt;br /&gt;
nt-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;# =&lt;br /&gt;
overall_population_result&lt;br /&gt;
average we do not know&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-l=&lt;br /&gt;
anguage:&lt;br /&gt;
DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämp=&lt;br /&gt;
gen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-fon=&lt;br /&gt;
t-size:&lt;br /&gt;
12.0pt'&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;pl=&lt;br /&gt;
ot(n,p)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-font-size:12.=&lt;br /&gt;
0pt;&lt;br /&gt;
mso-ansi-language:DE;mso-no-proof:yes'&amp;gt;&amp;lt;!--[if gte vml 1]&amp;gt;&amp;lt;v:shapetype id=&lt;br /&gt;
=3D&amp;quot;_x0000_t75&amp;quot;&lt;br /&gt;
 coordsize=3D&amp;quot;21600,21600&amp;quot; o:spt=3D&amp;quot;75&amp;quot; o:preferrelative=3D&amp;quot;t&amp;quot; path=3D&amp;quot;m@4@=&lt;br /&gt;
5l@4@11@9@11@9@5xe&amp;quot;&lt;br /&gt;
 filled=3D&amp;quot;f&amp;quot; stroked=3D&amp;quot;f&amp;quot;&amp;gt;&lt;br /&gt;
 &amp;lt;v:stroke joinstyle=3D&amp;quot;miter&amp;quot;/&amp;gt;&lt;br /&gt;
 &amp;lt;v:formulas&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;if lineDrawn pixelLineWidth 0&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;sum @0 1 0&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;sum 0 0 @1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @2 1 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @3 21600 pixelWidth&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @3 21600 pixelHeight&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;sum @0 0 1&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @6 1 2&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @7 21600 pixelWidth&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;sum @8 21600 0&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;prod @7 21600 pixelHeight&amp;quot;/&amp;gt;&lt;br /&gt;
  &amp;lt;v:f eqn=3D&amp;quot;sum @10 21600 0&amp;quot;/&amp;gt;&lt;br /&gt;
 &amp;lt;/v:formulas&amp;gt;&lt;br /&gt;
 &amp;lt;v:path o:extrusionok=3D&amp;quot;f&amp;quot; gradientshapeok=3D&amp;quot;t&amp;quot; o:connecttype=3D&amp;quot;rect&amp;quot;/&amp;gt;&lt;br /&gt;
 &amp;lt;o:lock v:ext=3D&amp;quot;edit&amp;quot; aspectratio=3D&amp;quot;t&amp;quot;/&amp;gt;&lt;br /&gt;
&amp;lt;/v:shapetype&amp;gt;&amp;lt;v:shape id=3D&amp;quot;Grafik_x0020_3&amp;quot; o:spid=3D&amp;quot;_x0000_i1027&amp;quot; type=&lt;br /&gt;
=3D&amp;quot;#_x0000_t75&amp;quot;&lt;br /&gt;
 style=3D'width:386.25pt;height:252pt;visibility:visible;mso-wrap-style:squ=&lt;br /&gt;
are'&amp;gt;&lt;br /&gt;
 &amp;lt;v:imagedata src=3D&amp;quot;file5774-Dateien/image001.png&amp;quot; o:title=3D&amp;quot;&amp;quot;/&amp;gt;&lt;br /&gt;
&amp;lt;/v:shape&amp;gt;&amp;lt;![endif]--&amp;gt;&amp;lt;![if !vml]&amp;gt;&amp;lt;img border=3D0 width=3D515 height=3D336&lt;br /&gt;
src=3D&amp;quot;file5774-Dateien/image002.png&amp;quot; v:shapes=3D&amp;quot;Grafik_x0020_3&amp;quot;&amp;gt;&amp;lt;![endif]=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-font-size:12.=&lt;br /&gt;
0pt;&lt;br /&gt;
mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-font-size:12.=&lt;br /&gt;
0pt;&lt;br /&gt;
mso-ansi-language:DE'&amp;gt;95.0 &amp;lt;span class=3DSpellE&amp;gt;confidence&amp;lt;/span&amp;gt; &amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;interval&amp;lt;/span&amp;gt; 80.0% and 89.5%&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Bei 200 Beispiele=&lt;br /&gt;
n liegt&lt;br /&gt;
die Güte wieder am wahrscheinlichsten bei 85 % +- 5%&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Schlechter sieht =&lt;br /&gt;
es aus,&lt;br /&gt;
wenn man nur 100 Beispiele nimmt:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'=&lt;br /&gt;
font-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;# In our sample, how often are we correct=&lt;br /&gt;
? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;p =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0.85&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0p=&lt;br /&gt;
t;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;# How large is our sample? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;n =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;100&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0p=&lt;br /&gt;
t;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;# &amp;lt;span class=3DSpellE&amp;gt;overall_population_result=&lt;br /&gt;
&amp;lt;/span&amp;gt;&lt;br /&gt;
average we do not know&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;plot(&amp;lt;span class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;n,=&lt;br /&gt;
p&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DImageCaption align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE;mso-no-proof:yes'&amp;gt;&amp;lt;!--[if gte vml 1]&amp;gt;&amp;lt;v:shape=&lt;br /&gt;
 id=3D&amp;quot;Grafik_x0020_2&amp;quot;&lt;br /&gt;
 o:spid=3D&amp;quot;_x0000_i1026&amp;quot; type=3D&amp;quot;#_x0000_t75&amp;quot; style=3D'width:386.25pt;heigh=&lt;br /&gt;
t:252pt;&lt;br /&gt;
 visibility:visible;mso-wrap-style:square'&amp;gt;&lt;br /&gt;
 &amp;lt;v:imagedata src=3D&amp;quot;file5774-Dateien/image003.png&amp;quot; o:title=3D&amp;quot;&amp;quot;/&amp;gt;&lt;br /&gt;
&amp;lt;/v:shape&amp;gt;&amp;lt;![endif]--&amp;gt;&amp;lt;![if !vml]&amp;gt;&amp;lt;img border=3D0 width=3D515 height=3D336&lt;br /&gt;
src=3D&amp;quot;file5774-Dateien/image004.png&amp;quot; v:shapes=3D&amp;quot;Grafik_x0020_2&amp;quot;&amp;gt;&amp;lt;![endif]=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
class=3DVerbatimChar&amp;gt;&amp;lt;span style=3D'font-size:11.0pt;mso-bidi-font-size:12.=&lt;br /&gt;
0pt;&lt;br /&gt;
mso-ansi-language:DE'&amp;gt;95.0 &amp;lt;span class=3DSpellE&amp;gt;confidence&amp;lt;/span&amp;gt; &amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;interval&amp;lt;/span&amp;gt; 78.0% and 92.0%&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Das Histogramm ist&lt;br /&gt;
deutlich flacher, die gezeigte Güte wurde mit höherer Wahrscheinlichkeit du=&lt;br /&gt;
rch &amp;lt;span&lt;br /&gt;
class=3DSpellE&amp;gt;reinen&amp;lt;/span&amp;gt; Zufall erreicht und könnte auch einer Güte deu=&lt;br /&gt;
tlich&lt;br /&gt;
unter der gezeigten entsprechen.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Noch schlimmer si=&lt;br /&gt;
eht es&lt;br /&gt;
aus, wenn nur eine Güte von 0.75 anvisiert wird, denn je niedriger die Güte,&lt;br /&gt;
desto höher die Schwankungen:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'=&lt;br /&gt;
font-size:&lt;br /&gt;
11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;# In our sample, how often are we correct=&lt;br /&gt;
? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;p =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DFloatTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;0.75&amp;lt;/spa=&lt;br /&gt;
n&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0p=&lt;br /&gt;
t;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;# How large is our sample? &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;n =3D &amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span class=3DDecValTok&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;100&amp;lt;/span=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DCommentTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0p=&lt;br /&gt;
t;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;# &amp;lt;span class=3DSpellE&amp;gt;overall_population_result=&lt;br /&gt;
&amp;lt;/span&amp;gt;&lt;br /&gt;
average we do not know&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;br&amp;gt;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;span class=3DNormalTok&amp;gt;&amp;lt;span lang=3DEN-US style=3D'font-size:11.0pt;&lt;br /&gt;
mso-bidi-font-size:12.0pt'&amp;gt;plot(&amp;lt;span class=3DSpellE&amp;gt;&amp;lt;span class=3DGramE&amp;gt;n,=&lt;br /&gt;
p&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;)&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE;mso-no-proof:yes'&amp;gt;&amp;lt;!--[if gte vml 1]&amp;gt;&amp;lt;v:shape=&lt;br /&gt;
 id=3D&amp;quot;Grafik_x0020_1&amp;quot;&lt;br /&gt;
 o:spid=3D&amp;quot;_x0000_i1025&amp;quot; type=3D&amp;quot;#_x0000_t75&amp;quot; style=3D'width:386.25pt;heigh=&lt;br /&gt;
t:252pt;&lt;br /&gt;
 visibility:visible;mso-wrap-style:square'&amp;gt;&lt;br /&gt;
 &amp;lt;v:imagedata src=3D&amp;quot;file5774-Dateien/image005.png&amp;quot; o:title=3D&amp;quot;&amp;quot;/&amp;gt;&lt;br /&gt;
&amp;lt;/v:shape&amp;gt;&amp;lt;![endif]--&amp;gt;&amp;lt;![if !vml]&amp;gt;&amp;lt;img border=3D0 width=3D515 height=3D336&lt;br /&gt;
src=3D&amp;quot;file5774-Dateien/image006.png&amp;quot; v:shapes=3D&amp;quot;Grafik_x0020_1&amp;quot;&amp;gt;&amp;lt;![endif]=&lt;br /&gt;
&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DSourceCode align=3Dcenter style=3D'text-align:center'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span class=3DVerbatimChar&amp;gt;&amp;lt;span lang=&lt;br /&gt;
=3DEN-US&lt;br /&gt;
style=3D'font-size:11.0pt;mso-bidi-font-size:12.0pt'&amp;gt;&amp;lt;span style=3D'mso-pro=&lt;br /&gt;
p-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;95.0 confidence interval 66.0% and 83.0%&amp;lt;=&lt;br /&gt;
/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE !msorm'&amp;gt;&amp;lt;span lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso=&lt;br /&gt;
-prop-change:&lt;br /&gt;
&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T1624'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h2&amp;gt;&amp;lt;a name=3Dtake-home-message&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE !msorm'=&lt;br /&gt;
&amp;gt;&amp;lt;span&lt;br /&gt;
lang=3DEN-US&amp;gt;&amp;lt;span style=3D'mso-prop-change:&amp;quot;Benedikt Kämpgen&amp;quot; 20250323T162=&lt;br /&gt;
4'&amp;gt;Die Take-Home-Message&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/h2&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:take-home-message'&amp;gt;&amp;lt;/span&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Auf die Frage, &amp;amp;q=&lt;br /&gt;
uot;Wie viele&lt;br /&gt;
Trainings- und Testdaten benötigt ein NLP-Algorithmus?&amp;amp;quot; ist es daher&lt;br /&gt;
sinnvoller zu antworten:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;i style=3D'mso-bidi-font-style:normal'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;Bei einer geplanten Güte von 0.85 sollten wir&lt;br /&gt;
zumindest 200 zufällig ausgewählte Beispiele zum Testen nutzen, damit die G=&lt;br /&gt;
üte&lt;br /&gt;
zu einer hohen Wahrscheinlichkeit auch auf dem Gesamtdatensatz gilt (nämlich&lt;br /&gt;
mit 95 Prozent Wahrscheinlichkeit nur 5 Prozent davon abweicht).&amp;lt;/span&amp;gt;&amp;lt;/i&amp;gt;=&lt;br /&gt;
&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;i style=3D'mso-bidi-font-style:normal'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;Dieser Test wird zeigen, ob wir (weiter)&lt;br /&gt;
trainieren müssen. Falls das Testergebnis verbessert werden muss, nutzen wir&lt;br /&gt;
die Testdaten zum Trainieren und erstellen anschließend einen neuen&lt;br /&gt;
Testdatensatz.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/i&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Diesbezüglich&lt;br /&gt;
abschließend noch drei wichtige Tipps:&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l2 level1 lfo4;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;•&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;nb=&lt;br /&gt;
sp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Die Tes=&lt;br /&gt;
tdaten&lt;br /&gt;
sollten &amp;lt;span class=3DGramE&amp;gt;ganz zufällig&amp;lt;/span&amp;gt; aus dem Gesamtdatensatz he=&lt;br /&gt;
rausgezogen&lt;br /&gt;
werden. Jeder &amp;amp;quot;Bias&amp;amp;quot; sorgt hierfür, dass die Güte auf dem&lt;br /&gt;
Gesamtdatensatz anders aussehen würde und das Vertrauen in die Statistik&lt;br /&gt;
deutlich geringer ausfallen muss. Auf diese Weise sind auch positive und&lt;br /&gt;
negative Beispiele „stratifiziert“ im Sample enthalten. &amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;=&lt;br /&gt;
/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l2 level1 lfo4;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;•&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;nb=&lt;br /&gt;
sp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Die Tes=&lt;br /&gt;
tdaten&lt;br /&gt;
sollten ausschließlich zum Testen und nicht zum Training verwendet werden.&lt;br /&gt;
Anderenfalls bringt man auch hier &amp;amp;quot;Bias&amp;amp;quot; in das Modell, so dass m=&lt;br /&gt;
an&lt;br /&gt;
der Statistik in Bezug auf den Gesamtdatensatz nicht mehr vertrauen kann&amp;lt;o:=&lt;br /&gt;
p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal style=3D'margin-left:24.0pt;text-indent:-24.0pt;mso-li=&lt;br /&gt;
st:l2 level1 lfo4;&lt;br /&gt;
tab-stops:list 0cm'&amp;gt;&amp;lt;![if !supportLists]&amp;gt;&amp;lt;span style=3D'mso-bidi-font-famil=&lt;br /&gt;
y:&lt;br /&gt;
Cambria;mso-bidi-theme-font:minor-latin;mso-ansi-language:DE'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-list:Ignore'&amp;gt;•&amp;lt;span style=3D'font:7.0pt &amp;quot;Times New Roman&amp;quot;'&amp;gt;&amp;amp;nb=&lt;br /&gt;
sp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&amp;amp;nbsp;&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;![endif]&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Wenn Te=&lt;br /&gt;
st-&lt;br /&gt;
und Trainingsdaten manuell durch Annotation erstellt werden müssen, ist dies&lt;br /&gt;
ein großer Aufwand. Daher wird stets nach Möglichkeiten gesucht, um die Anz=&lt;br /&gt;
ahl&lt;br /&gt;
an Daten weiter zu minimieren. Um den Rahmen dieses Blogartikels nicht zu s=&lt;br /&gt;
prengen,&lt;br /&gt;
möchte ich hier Cross-Validation, Data Augmentation oder Semi-Supervision a=&lt;br /&gt;
ls&lt;br /&gt;
Beispielmöglichkeiten nur kurz nennen.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Viel Erfolg in Ih=&lt;br /&gt;
ren&lt;br /&gt;
nächsten Data-Analytics-Projekten!&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;&amp;lt;o:p&amp;gt;&amp;amp;nbsp;&amp;lt;/o:p&amp;gt;=&lt;br /&gt;
&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;h2&amp;gt;&amp;lt;a name=3Ddanksagung&amp;gt;&amp;lt;span style=3D'mso-ansi-language:DE'&amp;gt;Danksagung&amp;lt;o:=&lt;br /&gt;
p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/a&amp;gt;&amp;lt;/h2&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;span style=3D'mso-bookmark:danksagung'&amp;gt;&amp;lt;/span&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;p class=3DMsoNormal&amp;gt;&amp;lt;i style=3D'mso-bidi-font-style:normal'&amp;gt;&amp;lt;span&lt;br /&gt;
style=3D'mso-ansi-language:DE'&amp;gt;Vielen Dank an Philipp Mildenberger für die&lt;br /&gt;
Mithilfe bei diesem Blogartikel.&amp;lt;o:p&amp;gt;&amp;lt;/o:p&amp;gt;&amp;lt;/span&amp;gt;&amp;lt;/i&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
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&amp;lt;/span&amp;gt;&amp;lt;/p&amp;gt;&lt;br /&gt;
&lt;br /&gt;
&amp;lt;/div&amp;gt;&lt;br /&gt;
&lt;br /&gt;
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		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2025-03-23T15:26:21Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;__NOTOC__&lt;br /&gt;
__SHOWFACTBOX__&lt;br /&gt;
&lt;br /&gt;
[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See (peer-reviewed) [[Publications]].&lt;br /&gt;
&lt;br /&gt;
Blog articles: &lt;br /&gt;
&lt;br /&gt;
* Ist ChatGPT nun die Lösung für alles? [https://www.empolis.com/blog/ist-chatgpt-die-losung-fur-alles/] (2024)&lt;br /&gt;
* Wer, wo oder was ist Rimpar? [https://www.linkedin.com/pulse/wer-wo-oder-ist-rimpar-benedikt-k%C3%A4mpgen] (2023)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 2 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-2-naive-bayes/] (2022)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 1 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-1/] (2022)&lt;br /&gt;
* [[Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?]] (2020)&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* mail [at] b-kaempgen.de&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2025-03-23T15:26:07Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;__NOTOC__&lt;br /&gt;
__SHOWFACTBOX__&lt;br /&gt;
&lt;br /&gt;
[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See (peer-reviewed) [[Publications]].&lt;br /&gt;
&lt;br /&gt;
Blog articles: &lt;br /&gt;
&lt;br /&gt;
* Ist ChatGPT nun die Lösung für alles? [https://www.empolis.com/blog/ist-chatgpt-die-losung-fur-alles/] (2024)&lt;br /&gt;
* Wer, wo oder was ist Rimpar? [https://www.linkedin.com/pulse/wer-wo-oder-ist-rimpar-benedikt-k%C3%A4mpgen] (2023)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 2 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-2-naive-bayes/] (2022)&lt;br /&gt;
* Mustererkennung auf Patientendaten: Teil 1 [https://www.empolis.com/blog/mustererkennung-auf-patientendaten-teil-1/] (2022)&lt;br /&gt;
* [[Blogartikel: Wie viele Trainings- und Testdaten benötigt ein NLP-Algorithmus?]] (2020)&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* mail [at] b-kaempgen.de&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2025-03-23T15:12:30Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;__NOTOC__&lt;br /&gt;
__SHOWFACTBOX__&lt;br /&gt;
&lt;br /&gt;
[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See (peer-reviewed) [[Publications]].&lt;br /&gt;
&lt;br /&gt;
Blog articles: &lt;br /&gt;
&lt;br /&gt;
* Ist ChatGPT nun die Lösung für alles? [https://www.empolis.com/blog/ist-chatgpt-die-losung-fur-alles/] (2024)&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* mail [at] b-kaempgen.de&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/KIAFlex</id>
		<title>KIAFlex</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/KIAFlex"/>
				<updated>2025-03-23T15:12:00Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Created page with &amp;quot;BMBF research project:   https://www.interaktive-technologien.de/projekte/kiaflex&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;BMBF research project: &lt;br /&gt;
&lt;br /&gt;
https://www.interaktive-technologien.de/projekte/kiaflex&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/KIPA</id>
		<title>KIPA</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/KIPA"/>
				<updated>2025-03-23T15:11:37Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Created page with &amp;quot;BMBF research project:   https://www.interaktive-technologien.de/projekte/kipa&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;BMBF research project: &lt;br /&gt;
&lt;br /&gt;
https://www.interaktive-technologien.de/projekte/kipa&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/DIAMED</id>
		<title>DIAMED</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/DIAMED"/>
				<updated>2025-03-23T15:11:12Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Created page with &amp;quot;BMBF research project:   https://www.interaktive-technologien.de/projekte/diamed&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;BMBF research project: &lt;br /&gt;
&lt;br /&gt;
https://www.interaktive-technologien.de/projekte/diamed&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Genesis</id>
		<title>Genesis</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Genesis"/>
				<updated>2025-03-23T15:10:52Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Created page with &amp;quot;Research project together with LotharMedtec   https://alds.health/&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Research project together with LotharMedtec &lt;br /&gt;
&lt;br /&gt;
https://alds.health/&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/MyReportCheck</id>
		<title>MyReportCheck</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/MyReportCheck"/>
				<updated>2025-03-23T15:09:37Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;BMWI research project on decision support in radiological reporting. &lt;br /&gt;
&lt;br /&gt;
FKZ: ZF4513702TS8&lt;br /&gt;
&lt;br /&gt;
See publication for main results from the project: &lt;br /&gt;
&lt;br /&gt;
Kämpgen, B., Sodmann, P. F., Maros, M. E., &amp;amp; Klüter, A. (2022). Verstehen was Ärzte schreiben: Kann KI die Datenflut in der Medizin bändigen?. In Künstliche Intelligenz im Gesundheitswesen: Entwicklungen, Beispiele und Perspektiven (pp. 547-564). Wiesbaden: Springer Fachmedien Wiesbaden.&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/MyReportCheck</id>
		<title>MyReportCheck</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/MyReportCheck"/>
				<updated>2025-03-23T15:09:04Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: Created page with &amp;quot;BMWI research project on decision support in radiological reporting.   See publication for main results from the project:   Kämpgen, B., Sodmann, P. F., Maros, M. E., &amp;amp; Klüt...&amp;quot;&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;BMWI research project on decision support in radiological reporting. &lt;br /&gt;
&lt;br /&gt;
See publication for main results from the project: &lt;br /&gt;
&lt;br /&gt;
Kämpgen, B., Sodmann, P. F., Maros, M. E., &amp;amp; Klüter, A. (2022). Verstehen was Ärzte schreiben: Kann KI die Datenflut in der Medizin bändigen?. In Künstliche Intelligenz im Gesundheitswesen: Entwicklungen, Beispiele und Perspektiven (pp. 547-564). Wiesbaden: Springer Fachmedien Wiesbaden.&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2025-03-23T15:05:02Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;__NOTOC__&lt;br /&gt;
__SHOWFACTBOX__&lt;br /&gt;
&lt;br /&gt;
[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH], first as a project manager, now as head of business development.&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See [[Publications]].&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* mail [at] b-kaempgen.de&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2025-03-23T15:03:48Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;__NOTOC__&lt;br /&gt;
__SHOWFACTBOX__&lt;br /&gt;
&lt;br /&gt;
[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|160px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH].&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See [[Publications]].&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* mail [at] b-kaempgen.de&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Main_Page</id>
		<title>Main Page</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Main_Page"/>
				<updated>2025-03-23T15:03:38Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;__NOTOC__&lt;br /&gt;
__SHOWFACTBOX__&lt;br /&gt;
&lt;br /&gt;
[[File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG|frameless|140px]]&lt;br /&gt;
&lt;br /&gt;
Hi, I am Benedikt Kämpgen.&lt;br /&gt;
&lt;br /&gt;
Since 2017, I work at [http://www.empolis.com/ Empolis Information Management GmbH].&lt;br /&gt;
&lt;br /&gt;
From 2015 to 2016, I worked for [https://www.fzi.de/ FZI Research Center of Information Technology] as a senior researcher and department manager.&lt;br /&gt;
&lt;br /&gt;
From 2010 to 2014, I worked at the Institute [[AIFB]] at KIT as a research associate. Before that, I studied Computer Science at the University of Würzburg.&lt;br /&gt;
&lt;br /&gt;
I am interested in concepts and technologies that allow efficient and flexible integration of heterogeneous data sources for decision support in healthcare, business and science.&lt;br /&gt;
&lt;br /&gt;
==Recent events==&lt;br /&gt;
{{#ask:[[Category:Event]]&lt;br /&gt;
| ?Date&lt;br /&gt;
| ?Location&lt;br /&gt;
| ?Description&lt;br /&gt;
| sort=Date&lt;br /&gt;
| order=descending&lt;br /&gt;
| limit=5&lt;br /&gt;
}}&lt;br /&gt;
&lt;br /&gt;
==Publications==&lt;br /&gt;
See [[Publications]].&lt;br /&gt;
&lt;br /&gt;
==Presentations==&lt;br /&gt;
See [[Presentations]].&lt;br /&gt;
&lt;br /&gt;
==Projects==&lt;br /&gt;
* [[participated in::KIAFlex]]&lt;br /&gt;
* [[participated in::KIPA]]&lt;br /&gt;
* [[participated in::DIAMED]]&lt;br /&gt;
* [[participated in::Genesis]]&lt;br /&gt;
* [[participated in::MyReportCheck]]&lt;br /&gt;
* [[participated in::BigGIS]]&lt;br /&gt;
* [[participated in::AICASys]]&lt;br /&gt;
* [[participated in::AHEAD]]&lt;br /&gt;
* [[participated in::FITMAN]]&lt;br /&gt;
* [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* [[participated in::LD-Cubes]]&lt;br /&gt;
* [[participated in::Software Campus]]&lt;br /&gt;
* [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* [[participated in::SMART project]]&lt;br /&gt;
* [[participated in::PlanetData project]]&lt;br /&gt;
* [[participated in::CorA project]]&lt;br /&gt;
* [[participated in::ACTIVE project]]&lt;br /&gt;
* [[participated in::open-statistics.org]]&lt;br /&gt;
&lt;br /&gt;
==Activities==&lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
* Programme Committee member of Workshop KI-KMU 2021 auf der INFORMATIK 2021 [https://www.fzi.de/de/aktuelles/ki-kmu-2021/]&lt;br /&gt;
* Keynote Speaker at Workshop VisGap - The Gap between Visualization Research and Visualization Software 2021 on The role of visualization in decision support systems - Differences between academia and industry [https://visgap.gitlab.io/visgap21/]&lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
* Co-supervised bachelor thesis of William Kistenberger on Classification of Pulmonary Function Data Using Unsupervised and Supervised Machine Learning&lt;br /&gt;
* Co-lecturer of Vortragsreihe Digitalisierung und Anwendungen der Künstlichen Intelligenz, Hochschule Stralsund, Online-Gastvortrag zu Einsatzmöglichkeiten von Künstlicher Intelligenz für das tastaturlose Krankenhaus&lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
* Programme Committee member of track Semantics and Knowledge [[TheWebConf 2019]]&lt;br /&gt;
* Co-supervised master thesis of André Wallaschek on Verwendung von Data Augmentation zum Lernen aus Small Data in der Lungenfunktionsdiagnostik&lt;br /&gt;
* Co-lecturer of Vortragsreihe Mittelstand 4.0 Kompetenzzentrum Rostock; WINFM2400 - Aktuelle IT-Entwicklungen, Hochschule Stralsund Online-Gastvortrag zu Big Data und Einsatzmöglichkeiten von Healthcare Analytics&lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
* Co-lecturer of Vortragsreihe „Digitalisierung“, Fakultät für Wirtschaftswissenschaften der FH Würzburg/Schweinfurt, Gastvortrag zu Healthcare Analytics: Entscheidungshilfen durch medizinische Daten &lt;br /&gt;
* Co-lecturer of Vorlesung &amp;quot;Datenmodellierung“, Wirtschaftswissenschaftlichen Fakultät, Universität Würzburg, Gastvortrag zu Intelligente technische Dokumentation mit relationalen Datenbanken – Erfahrungen aus der Praxis&lt;br /&gt;
* Programme Committee member of Web Content Analysis, Semantics, and Knowledge track of [[The Web Conference 2018]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2018]]&lt;br /&gt;
&lt;br /&gt;
===2017===&lt;br /&gt;
* Working for [[Empolis Information Management GmbH]]&lt;br /&gt;
* Programme Committee member of Research track at [[SEMANTICS 2017]]&lt;br /&gt;
* Programme Committee member of Research track [[ISWC 2017]]&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
* Co-lecturer of Knowledge Discovery WS2016-17 - Data Warehousing &amp;amp; OLAP&lt;br /&gt;
* Reviewer for [[ISWC 2016 Research Track]] (received Best Research Track Reviewer Award [http://iswc2016.semanticweb.org/pages/program/awards.html]) &lt;br /&gt;
* Reviewer for Journal of Web Semantics Semantic Technologies In-Use Track&lt;br /&gt;
* Sub-Reviewer for Journal of Web Semantics &lt;br /&gt;
* Co-supervised diploma thesis of Sébastien Jelsch on Optimierung von Analytischen Abfragen über Statistical Linked Data durch Horizontale Skalierung ([http://www.aifb.kit.edu/web/Thema4048 details])&lt;br /&gt;
* Co-supervised diploma thesis of Daniel Breucker on Search Engine optimized Presentation of Statistical Linked Data ([http://www.aifb.kit.edu/web/Thema4072 details])&lt;br /&gt;
* Co-supervised bachelor thesis of Bahar Karadeniz on Vergleich Internationaler Best-Practices und lokalisierter Best-Practices aus Deutschland zum Thema Austausch von Daten aus dem Öffentlichen Sektor ([http://www.aifb.kit.edu/web/Thema4134 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in two industry projects&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
* Working at [[participated in::FZI]]&lt;br /&gt;
* Reviewer for [[ISWC 2015 In-Use and Software Track]]&lt;br /&gt;
* Sub-reviewer for [[ISWC 2015 Research Track]]&lt;br /&gt;
* Participated in [[participated in::ESWC 2015]]&lt;br /&gt;
* Participated in [[participated in::W3C Web of Things Interest Group F2F Meeting Munich]]&lt;br /&gt;
* Participated in [[participated in::5th Karlsruhe Service Summit]]&lt;br /&gt;
* [[W3C Representative at FZI]]&lt;br /&gt;
* Published thesis on [[interested in::Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web]] ([http://dx.doi.org/10.5445/KSP/1000047013 details])&lt;br /&gt;
* Co-supervised diploma thesis of Mykola Volovyk on Automatische Regelausführung mittels einer medizinischen Wissensbasis ([http://www.aifb.kit.edu/web/Thema3924 details])&lt;br /&gt;
* Working in [[participated in::AICASys]]&lt;br /&gt;
* Working in [[participated in::BigGIS]]&lt;br /&gt;
* Working in [[participated in::AHEAD]]&lt;br /&gt;
* Working in [[participated in::Share-PSI 2.0]]&lt;br /&gt;
* Working in [[participated in::FITMAN]]&lt;br /&gt;
* Working in [[participated in::TIGRESS]]&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
* Programme committee member for [[Share-PSI 2.0]] [[participated in::Samos Workshop: Uses of Open Data Within Government for Innovation and Efficiency]] [http://www.w3.org/2013/share-psi/workshop/samos/]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Visualisierung Semantischer Relationen am Beispiel des Semantic MediaWikis Surgipedia&amp;quot; by Tim Stein. Results have been presented at SMWCon 2014 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2014/Visualisualisation_of_Semantic_Relations]. Further German information found at KIT SMW Seminar Website [http://km.aifb.kit.edu/teach/smw-seminar/wiki/Visualisierung_Semantischer_Relationen]. The code is published on GitHub [https://github.com/creffect/knowledgebase-visualizer].&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Beschreibung, Ausführung und Komposition von medizinischen Interpretationsverfahren als Web Services mit Linked Data&amp;quot; by Philipp Gemmeke [http://www.aifb.kit.edu/web/Thema3829]&lt;br /&gt;
* Sub-reviewer at [http://semstats2014.wordpress.com/ SemStats 2014]&lt;br /&gt;
* Co-supervised Seminar work &amp;quot;Predicting the Admission into Medical Studies in Germany: A Data Mining approach&amp;quot; by Dominik Jung and Lorenz Kemper&lt;br /&gt;
* Visiting [[participated in::SemTechBiz 2014]]&lt;br /&gt;
* Listening to [[participated in::AI and Robotics at an Inflection Point with Dr. Steve Omohundro]]&lt;br /&gt;
* Working at [[participated in::SAP, Palo Alto]] on combining HANA (Graph) with Linked Data&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
* Co-supervised Master thesis &amp;quot;Abilities of a Semantic MediaWiki to formalize knowledge in a software company in the Business Intelligence branch&amp;quot; by Simon Faatz [http://www.aifb.kit.edu/portal/index.php?title=Thema3784]. External thesis with Jedox AG.&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Kollaborative Finanzanalyse mittels eines Semantischen Wikis&amp;quot; by Tobias Zundel [http://www.aifb.kit.edu/web/Thema3483]. Intermediary results from this work have been presented at SMWCon 2012 [https://semantic-mediawiki.org/wiki/SMWCon_Fall_2012/Collaborative_Financial_Analysis_using_Semantic_MediaWiki].&lt;br /&gt;
* Co-lecturer of [[participated in::Knowledge Discovery WS2013-14 - Data Warehousing &amp;amp; OLAP]]&lt;br /&gt;
* Visiting Seminar [[participated in::Strategic Innovation Management - DATEV]] in Nuremberg&lt;br /&gt;
* Visiting [[participated in::Jahrestreffen 2013 der GI-Fachgruppe Datenbanksysteme]] [http://www-db.in.tum.de/bigdata/]&lt;br /&gt;
* Co-supervised Diplom thesis &amp;quot;Potentialanalyse der Wasserkraft in Baden-Württemberg mit Semantic MediaWiki&amp;quot; by Robert Ulrich [http://www.aifb.kit.edu/web/Thema3739]. Results have been presented at DWA-Tagung &amp;quot;GIS und GDI in der Wasserwirtschaft&amp;quot; am 04./05. February 2014 in Fulda [http://www.wupperverband.de/internet/mediendb.nsf/gfx/DWA_Tagung_2014_final.pdf/$file/DWA_Tagung_2014_final.pdf]. Also, results have been presented at SMWCon 2013 [http://semantic-mediawiki.org/wiki/SMWCon_Fall_2013/Using_SMW_for_hydrological_analysis].&lt;br /&gt;
* Co-edited W3C Working Group Note on &amp;quot;Use Cases and Lessons for the Data Cube Vocabulary&amp;quot; [http://www.w3.org/TR/2013/NOTE-vocab-data-cube-use-cases-20130801/]&lt;br /&gt;
* Visiting Seminar [[participated in::Grundlagen der Szenarioplanung in Stuttgart at Bosch]]&lt;br /&gt;
* Organizing [[participated in::SMWCon Fall 2013]]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Linking SEC XBRL Data With Yahoo! Finance Data for Online Analytical Processing&amp;quot; by Tobias Weller [http://www.aifb.kit.edu/portal/index.php?title=Thema3674]&lt;br /&gt;
* Visiting Seminar [[participated in::Entscheidungstechniken in Bonn at Post AG]]&lt;br /&gt;
* Tutor in Hector School &amp;quot;Management Module: International Project Management&amp;quot; on &amp;quot;Information and Process Modeling&amp;quot; [http://hector.idschools.kit.edu/]&lt;br /&gt;
* Visiting Seminar [[participated in::Curriculum X-Change on Change in Walldorf at SAP]]&lt;br /&gt;
* Working in [[participated in::LD-Cubes]]&lt;br /&gt;
* Working in [[participated in::SFB/Transregio 125 Cognition-Guided Surgery]]&lt;br /&gt;
* Working in [[participated in::Software Campus]]&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
* Working on [[participated in::ls3finance]].&lt;br /&gt;
* Co-organized [[participated in::Seminar - Anwendungen von Semantic MediaWiki]].&lt;br /&gt;
* [[participated in::ESWC 2012]]&lt;br /&gt;
* Working at [[participated in::DERI]] on [[participated in::XBRL Challenge]].&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Ontology Repositories and the Role Linked Data have on them&amp;quot; by Helena Hibtes [http://www.aifb.kit.edu/web/Thema3465]&lt;br /&gt;
* Co-supervised diploma thesis &amp;quot;Complex Time Series Analysis&amp;quot; by Binh Luong in cooperation with IBM Deutschland R&amp;amp;D GmbH, Böblingen [http://www.aifb.kit.edu/web/Thema3517]&lt;br /&gt;
* Co-supervised bachelor thesis &amp;quot;Untersuchung von eingebettetem RDF in unternehmensbezogenen Webseiten&amp;quot; by Heiko Burkhardt [http://www.aifb.kit.edu/web/Thema3499]&lt;br /&gt;
* Co-supervised master thesis &amp;quot;Constructing OLAP hierarchies from Statistical Linked Data&amp;quot; by Dominik Siegele [http://www.aifb.kit.edu/web/Thema3418]&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2011-2012]]&lt;br /&gt;
* Co-organized [[participated in::Seminar - Die Rolle von Ontologien in Linked Data]].&lt;br /&gt;
* [[participated in::Government Linked Data (GLD) Working Group]].&lt;br /&gt;
* Developing [[participated in::Semantic Web Browser]].&lt;br /&gt;
* [[participated in::ISWC 2011]].&lt;br /&gt;
* [[participated in::1st Digital Agenda Assembly]]&lt;br /&gt;
* Co-organized [[participated in::27. AIK-Symposium - Wissensmanagement]].&lt;br /&gt;
* [[participated in::I-Semantics 2011]].&lt;br /&gt;
* [[participated in::Semantic Web Meetup Linked Open Geodata 2011]].&lt;br /&gt;
* [[participated in::ESWC 2011]]&lt;br /&gt;
* [[participated in::ESWC 2011 Summer School]]&lt;br /&gt;
* For Seminar &amp;quot;Semantic Web Engineering&amp;quot;, co-supervised seminar group Sabine Blindzellner, Sascha Frieß, Kai Moritz Krusch on topic &amp;quot;Konzeption und Implementierung eines ganzheitlichen Wissensmanagement für die Lean Hochschulgruppe e.V. mittels eines semantischen MediaWiki&amp;quot; (download: [[Media:LEAN_Wikidoku_final.pdf]]) &lt;br /&gt;
* Co-supervised study thesis &amp;quot;Browsing the Semantic Web using wiki technology&amp;quot; by Anna Kantorovitch [http://www.aifb.kit.edu/web/Thema3253] - Result: [https://www.mediawiki.org/wiki/Extension:SemanticWebBrowser Semantic Web Browser]&lt;br /&gt;
* Co-supervised bachelor thesis [[Konzeption einer Single-Source-Lösung für Systemtest und Dokumentation auf Basis eines semantischen Wikis]] by Jonas Wäckerle in cooperation with Professor Sissi Closs from Hochschule Karlsruhe&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
* [[participated in::SMWCon Fall 2010]]&lt;br /&gt;
* [[participated in::IWK - 55th International Scientific Colloquium (IWK)]]&lt;br /&gt;
* [[participated in::Reasoning Web 2010 Summer School]] &lt;br /&gt;
* [[participated in::Vorlesung - Angewandte Informatik 1: Modellierung - WS 2010-2011]]&lt;br /&gt;
* Since May 2010 working at the institute [[participated in::AIFB]] of the [[participated in::Karlsruhe Institute of Technology]].&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
* Finished diploma thesis on &amp;quot;Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie&amp;quot; [http://opus.bibliothek.uni-wuerzburg.de/volltexte/2010/4634/]&lt;br /&gt;
&lt;br /&gt;
===2008===&lt;br /&gt;
* Working in startup [[participated in::stadtpixel.com]] &lt;br /&gt;
&lt;br /&gt;
===2007===&lt;br /&gt;
* Participated in [[participated in::5-Euro-Business]] competition with [[participated in::stadtpixel.com]] - http://stadtpixel.com/&lt;br /&gt;
&lt;br /&gt;
===2006===&lt;br /&gt;
* Studied at [[participated in::University of Exeter]]&lt;br /&gt;
&lt;br /&gt;
==Knows==&lt;br /&gt;
* [[knows::Richard Cyganiak]]&lt;br /&gt;
* [[knows::Andreas Harth]]&lt;br /&gt;
&lt;br /&gt;
==Howtos==&lt;br /&gt;
* [[:Category:Howto]]&lt;br /&gt;
&lt;br /&gt;
==Contact==&lt;br /&gt;
* mail [at] b-kaempgen.de&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===Profiles===&lt;br /&gt;
* [http://www.b-kaempgen.de/index.php/Special:URIResolver/Benedikt_K-C3-A4mpgen Home page] ([http://www.b-kaempgen.de/index.php/Special:ExportRDF/Benedikt%2BK%C3%A4mpgen RDF representation])&lt;br /&gt;
* [http://www.fzi.de/mitarbeiter/kaempgen FZI profile]&lt;br /&gt;
* [https://www.xing.com/profile/Benedikt_Kaempgen/ Xing]&lt;br /&gt;
* [https://www.linkedin.com/in/benedikt-k%C3%A4mpgen-0136025b LinkedIn]&lt;br /&gt;
* [http://videolectures.net/benedikt_kaempgen/ VideoLectures]&lt;br /&gt;
* [https://github.com/bkaempgen GitHub]&lt;br /&gt;
* [[Equivalent URI::https://www.aifb.kit.edu/id/Benedikt_K%C3%A4mpgen]]&lt;br /&gt;
* [[http://data.semanticweb.org/person/benedikt-kaempgen|Semantic Web Dog Food]]&lt;br /&gt;
* [http://www.b-kaempgen.de/foaf.rdf#me FOAF file]&lt;br /&gt;
* [http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/K=auml=mpgen:Benedikt.html DBLP]&lt;br /&gt;
* [http://www.b-kaempgen.de/publickey.txt public key]&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/File:Profil_2_Benedikt_K%C3%A4mpgen_7768_NUM_24.JPG</id>
		<title>File:Profil 2 Benedikt Kämpgen 7768 NUM 24.JPG</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/File:Profil_2_Benedikt_K%C3%A4mpgen_7768_NUM_24.JPG"/>
				<updated>2025-03-23T15:02:58Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Publications</id>
		<title>Publications</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Publications"/>
				<updated>2025-03-23T15:02:04Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==external links==&lt;br /&gt;
* [https://dblp.org/pid/45/7963 DBLP]&lt;br /&gt;
* [https://pubmed.ncbi.nlm.nih.gov/?term=K%C3%A4mpgen+B&amp;amp;cauthor_id=32172185 PubMed]&lt;br /&gt;
* [https://scholar.google.de/citations?user=pdNDuKEAAAAJ&amp;amp;hl=de Google Scholar]&lt;br /&gt;
&lt;br /&gt;
==publications by year==&lt;br /&gt;
&lt;br /&gt;
===2023=== &lt;br /&gt;
	&lt;br /&gt;
Fabian Stoehr, Benedikt Kämpgen, Lukas Müller, Laura Oleaga Zufiría, Vanesa Junquero,  &lt;br /&gt;
&lt;br /&gt;
Cristina Merino, Peter Mildenberger, Roman Kloeckner: Natural language processing for automatic evaluation of free-text answers — a feasibility study based on the European Diploma in Radiology examination. Insights Imaging. 2023. &lt;br /&gt;
&lt;br /&gt;
Tobias Jorg, Benedikt Kämpgen, Dennis Feiler, Lukas Müller, Christoph Düber, Peter Mildenberger, Florian Jungmann: Efficient structured reporting in radiology using an intelligent dialogue system based on speech recognition and natural language processing. Insights Imaging. 2023. &lt;br /&gt;
&lt;br /&gt;
===2022=== &lt;br /&gt;
Benedikt Kämpgen, Philipp Sodmann, Máté E. Maros, Andreas Klüter: Verstehen was Ärzte schreiben: Kann KI die Datenflut in der Medizin bändigen?. In: Pfannstiel, M.A. (eds) Künstliche Intelligenz im Gesundheitswesen. Springer Gabler, Wiesbaden. 2022. &lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
Florian Jungmann, Benedikt Kämpgen, Felix Hahn, Daniel Wagner, Peter Mildenberger, Christoph Düber, Roman Kloeckner: Natural language processing of radiology reports to investigate the effects of the COVID-19 pandemic on the incidence and age distribution of fractures. Skeletal Radiol. 2021. &lt;br /&gt;
&lt;br /&gt;
Máté E. Maros, Chang Gyu Cho, Andreas G. Junge, Benedikt Kämpgen, Victor Saase, Fabian Siegel, Frederik Trinkmann, Thomas Ganslandt, Christoph Groden, Holger Wenz: Comparative analysis of machine learning algorithms for computer-assisted reporting based on fully automated cross-lingual RadLex mappings. Sci Rep. 2021. &lt;br /&gt;
&lt;br /&gt;
===2020=== &lt;br /&gt;
Florian Jungmann, Gordon Arnhold, Benedikt Kämpgen, Tobias Jorg, Christoph Düber, Peter Mildenberger, Roman Kloeckner: A Hybrid Reporting Platform for Extended RadLex Coding Combining Structured Reporting Templates and Natural Language Processing. J Digit Imaging. 2020. &lt;br /&gt;
&lt;br /&gt;
Florian Jungmann, Benedikt Kämpgen, Philipp Mildenberger, Igor Tsaur, Tobias Jorg, Christoph Düber, Peter Mildenberger, Roman Kloeckner: Towards data-driven medical imaging using natural language processing in patients with suspected urolithiasis. Int J Med Inform. 2020. &lt;br /&gt;
&lt;br /&gt;
===2019=== &lt;br /&gt;
Florian Jungmann, Sebastian Kuhn, Igor Tsaur, Benedikt Kämpgen: Natural Language Processing in der Radiologie: Weder trivial noch unerreichbare Magie [Natural language processing in radiology : Neither trivial nor impossible]. Radiologe. 2019. &lt;br /&gt;
&lt;br /&gt;
===2018=== &lt;br /&gt;
	&lt;br /&gt;
Florian Jungmann, Sebastian Kuhn, Benedikt Kämpgen: Grundlagen und Einsatzmöglichkeiten von Natural Language Processing (NLP) in der Radiologie [Basics and applications of Natural Language Processing (NLP) in radiology]. Radiologe. 2018. &lt;br /&gt;
&lt;br /&gt;
Stefan Bischof, Andreas Harth, Benedikt Kämpgen, Axel Polleres, Patrik Schneider: Enriching integrated statistical open city data by combining equational knowledge and missing value imputation. J. Web Semant. 2018. &lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
Benedikt Kämpgen, Andreas Harth: &lt;br /&gt;
Semantische Technologien zur Veröffentlichung von Statistikdaten nutzen.&lt;br /&gt;
BI-SPEKTRUM, 2016&lt;br /&gt;
([http://www.tdwi.eu/publikationen/bi-spektrum/archiv/archiv-detailansicht/?tx_mwjournals_pi1%5Bpointer%5D=0&amp;amp;tx_mwjournals_pi1%5Bmode%5D=1&amp;amp;tx_mwjournals_pi1%5BshowUid%5D=589 download])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Daniel Breucker, Benedikt Kämpgen, Andreas Harth: &lt;br /&gt;
SEO4OLAP - search engine optimized presentation of statistical linked data. &lt;br /&gt;
In GI-Jahrestagung 2016&lt;br /&gt;
([http://subs.emis.de/LNI/Proceedings/Proceedings259/article162.html Details], [[Media:Breucker_kaempgen_harth_seo4olap_BDSDST_2016_cr_2016-06-27.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Ignacio Traverso Ribón, Maria-Esther Vidal, Benedikt Kämpgen, York Sure-Vetter: &lt;br /&gt;
GADES: A Graph-based Semantic Similarity Measure. &lt;br /&gt;
In SEMANTICS 2016&lt;br /&gt;
([http://doi.acm.org/10.1145/2993318.2993343 Details], [[&lt;br /&gt;
&lt;br /&gt;
Christian Hennig, Alexander Viehl, Benedikt Kämpgen, Harald Eisenmann: &lt;br /&gt;
Ontology-Based Design of Space Systems.&lt;br /&gt;
In International Semantic Web Conference 2016&lt;br /&gt;
([http://dx.doi.org/10.1007/978-3-319-46547-0_29 Details], [[Media:Che_in-use-paper_iswc_2016.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Nicole Merkle, Benedikt Kämpgen, Stefan Zander: &lt;br /&gt;
Self-Service Ambient Intelligence Using Web of Things Technologies.&lt;br /&gt;
In SEMPER@ESWC, 2016&lt;br /&gt;
([http://ceur-ws.org/Vol-1588/paper3.pdf Details], [[Media:Merkle_Self-Service_Ambient_Intelligence_2016.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
Benedikt Kämpgen: &lt;br /&gt;
Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web.&lt;br /&gt;
Rudi Studer; Axel Polleres, 2015/02/25, KIT, Fakultät für Wirtschaftswissenschaften&lt;br /&gt;
([http://doi.org/10.5445/KSP/1000047013 download])&lt;br /&gt;
&lt;br /&gt;
Sébastien Jelsch, Benedikt Kämpgen, Stefan Igel: &lt;br /&gt;
Optimierung von Analytischen Abfragen über Statistical Linked Data mit MapReduce.&lt;br /&gt;
In LWA 2015&lt;br /&gt;
([http://ceur-ws.org/Vol-1458/G03_CRC83_Jelsch.pdf Details], [[Media:G03_CRC83_Jelsch.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Dominik Jung, Lorenz Kemper, Benedikt Kämpgen, Achim Rettinger: &lt;br /&gt;
Predicting the Admission into Medical Studies in Germany: A Data Mining approach.&lt;br /&gt;
Open Access at KIT, 2015&lt;br /&gt;
([[Media:Jung_et_al_-_Predicting_the_Admission_into_Medical_Studies_in_Germany_-_A_Data_Mining_approach.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Horst Werner, Radwan Deeb, Christof Bornhövd: &lt;br /&gt;
Towards a Semantic Clinical Data Warehouse: A Case Study of Discovering Similar Genes.&lt;br /&gt;
Know@LOD Workshop, 2015, CEUR-WS, Mai, 2015&lt;br /&gt;
([[Media:Kaempgen_HANA_LD_AnnSim_KnowLOD_2015_final.pdf|download]], [http://people.aifb.kit.edu/bka/hla/ Screencast])&lt;br /&gt;
&lt;br /&gt;
Patrick Philipp, Maria Maleshkova, Darko Katic, Christian Weber, Michael Götz, Achim Rettinger, Stefanie Speidel, Benedikt Kämpgen, Marco Nolden, Anna-Laura Wekerle, Rüdiger Dillmann, Hannes Kenngott, Beat P. Müller-Stich, Rudi Studer: &lt;br /&gt;
Toward Cognitive Pipelines of Medical Assistance Algorithms. &lt;br /&gt;
International Journal of Computer Assisted Radiology and Surgery, November, 2015&lt;br /&gt;
([[Media:patrick_philipp_cognitive_pipelines_medical_assistance_algorithms.pdf|download]], [http://www.ncbi.nlm.nih.gov/pubmed/26646415 pubmed])&lt;br /&gt;
&lt;br /&gt;
Patrick Philipp, Maria Maleshkova, Michael Götz, Christian Weber, Benedikt Kämpgen, Marco Nolden, Klaus Maier-Hein, Miriam Klauß, Achim Rettinger: &lt;br /&gt;
Automatisierung von Vorverabeitungsschritten für medizinische Bilddaten mit semantischen Technologien.&lt;br /&gt;
Bildverarbeitung für die Medizin (BVM) 2015, -, März, 2015&lt;br /&gt;
([http://dx.doi.org/10.1007/978-3-662-46224-9_46 Details])&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, David Riepl, Jochen Klinger: &lt;br /&gt;
SMART Research using Linked Data - Sharing Research Data for Integrated Water Resources Management in the Lower Jordan Valley.&lt;br /&gt;
SePublica Workshop 2014, CEUR-WS, Mai, 2014&lt;br /&gt;
([[Media:Smart_knowledge_base_sepublica2014_camera_ready_uploaded_v1.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Tobias Weller, Sean O'Riain, Craig Weber, Andreas Harth: &lt;br /&gt;
Accepting the XBRL Challenge with Linked Data for Financial Data Integration.&lt;br /&gt;
ESWC 2014 In-Use Track, Springer, Mai, 2014&lt;br /&gt;
([[Media:Kaempgen_in-use-fios_eswc_2014_final.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Andreas Harth: &lt;br /&gt;
OLAP4LD - A Framework for Building Analysis Applications over Governmental Statistics.&lt;br /&gt;
ESWC 2014 Posters &amp;amp; Demo session, Springer, Mai, 2014&lt;br /&gt;
([[Media:Kaempgen_olap4ld_demo_final.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Keno März, Mohammadreza Hafezi, Andreas Adler, Patrick Philipp, Sascha Zelzer, Arash Saffari, Marco Nolden, Arianeb Mehrabi, Lena Maier-Hein, Achim Rettinger: &lt;br /&gt;
Challenges in Collecting Patient Characteristics for Analysis using Linked Data.&lt;br /&gt;
13. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC), CURAC, 2014&lt;br /&gt;
([[Media:CURAC_kaempgen_maerz_et_al_liver_factors_pre-final.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Steffen Stadtmüller, Andreas Harth: &lt;br /&gt;
Querying the Global Cube: Integration of Multidimensional Datasets from the Web.&lt;br /&gt;
EKAW 2014, Seiten: 250-265, Springer International Publishing, Sweden&lt;br /&gt;
([[Media:Global-cube-kaempgen-ekaw-own_version_v2.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Philipp Gemmeke, Maria Maleshkova, Patrick Philipp, Michael Götz, Christian Weber, Benedikt Kämpgen, Marco Nolden, Klaus H. Maier-Hein, Achim Rettinger: &lt;br /&gt;
Using Linked Data and Web APIs for Automating the Pre-processing of Medical Images.&lt;br /&gt;
ISWC Workshop on Consuming Linked Data (COLD), CEUR, 2014&lt;br /&gt;
([[Media:Cold2014_GemmekeMPGWKNMR.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
Benedikt Kämpgen, Richard Cyganiak: &lt;br /&gt;
Use Cases and Lessons for the Data Cube Vocabulary.&lt;br /&gt;
W3C Working Group Note, August, 2013&lt;br /&gt;
([https://www.w3.org/TR/vocab-data-cube-use-cases/ website]) &lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Andreas Harth: &lt;br /&gt;
No Size Fits All – Running the Star Schema Benchmark with SPARQL and RDF Aggregate Views.&lt;br /&gt;
ESWC 2013, LNCS 7882, Seiten: 290-304, Springer, Heidelberg, Mai, 2013&lt;br /&gt;
([[Media:Kaempgen_harth_ssb-benchmark_ESWC-2013_own_version.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, David Riepl, Bernd Herrmann, Denny Vrandecic, Andreas Harth: &lt;br /&gt;
Allowing Exchange, Integration and Analysis of IWRM Data via the Semantic Web.&lt;br /&gt;
Institute of Applied Geoscience, KIT, Karlsruhe, (D203), Work package 2, Deliverable D 203, SMART Project Deliverable, April, 2013&lt;br /&gt;
([http://www.aifb.kit.edu/web/Deliverable3029 Details], [[Media:Smart_kaempgen_et_al_report_D203_final.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
André Freitas, Benedikt Kämpgen, Joao Gabriel Oliveira, Sean O’Riain, Edward Curry: &lt;br /&gt;
Representing Interoperable Provenance Descriptions for ETL Workflows.&lt;br /&gt;
In Proceedings of ESWC (Satellite Events) 2012, &lt;br /&gt;
April, 2015&lt;br /&gt;
([[Media:Preprint_provenance_ETL_workflow_eswc_highlights.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
André Freitas, Benedikt Kämpgen, Joao Gabriel Oliveira, Sean O’Riain, Edward Curry: &lt;br /&gt;
Representing Interoperable Provenance Descriptions for ETL Workflows.&lt;br /&gt;
In Proceedings of the 3rd International Workshop on Role of Semantic Web in Provenance Management (SWPM 2012), Extended Semantic Web Conference (ESWC), CEUR-WS.org, Mai, 2012&lt;br /&gt;
([[Media:Preprint_provenance_ETL_workflow_eswc_highlights.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Seán O'Riain, Andreas Harth: &lt;br /&gt;
Interacting with Statistical Linked Data via OLAP Operations.&lt;br /&gt;
In Proceedings of ESWC (Satellite Events) 2012, &lt;br /&gt;
April 2015&lt;br /&gt;
([[Media:Kaempgen_et_al_olap-operations_eswc-ws-2012.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Sean O'Riain, Andreas Harth: &lt;br /&gt;
Interacting with Statistical Linked Data via OLAP Operations.&lt;br /&gt;
In C. Unger, P. Cimiano, V. Lopez, E. Motta, P. Buitelaar, R. Cyganiak (eds.), Proceedings of Interacting with Linked Data (ILD 2012), workshop co-located with the 9th Extended Semantic Web Conference, Seiten: 36-49, CEUR-WS.org (http://ceur-ws.org/Vol-913 ), Mai, 2012&lt;br /&gt;
([http://ceur-ws.org/Vol-913/03_ILD2012.pdf details], [[Media:Kaempgen_et_al_ild2012_olap-operations.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
Benedikt Kämpgen, Andreas Harth: &lt;br /&gt;
Transforming Statistical Linked Data for Use in OLAP Systems.&lt;br /&gt;
I-SEMANTICS 2011, 7th Int. Conf. on Semantic Systems, ACM, September, 2011&lt;br /&gt;
([[Media:Kaempgen_harth_isem11_olap.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Basil Ell, Elena Simperl, Denny Vrandecic, Frank Dengler: &lt;br /&gt;
Enterprise Wikis: Technical Challenges and Opportunities.&lt;br /&gt;
WM2011: 6th Conference on Professional Knowledge Management, Bonner Köllen Verlag, Lecture Notes in Informatics (LNI), Bonn, Februar, 2011&lt;br /&gt;
([[Media:Enterprise_wikis_wm2011_kaempgen.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen: &lt;br /&gt;
DC Proposal: Online Analytical Processing of Statistical Linked Data.&lt;br /&gt;
In Aroyo, Lora and Welty, Chris and Alani, Harith and Taylor, Jamie and Bernstein, Abraham and Kagal, Lalana and Noy, Natasha and Blomqvist, Eva, The Semantic Web - ISWC 2011 - 10th International Semantic Web Conference, Seiten: 301-308, Springer Berlin / Heidelberg, 7032, Oktober, 2011&lt;br /&gt;
([[Media:Kaempgen_iswc11_dc.pdf]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Frank Dengler, Daniel Herzig: &lt;br /&gt;
Deliverable 3.1.3 Context-aware knowledge filters Fully functional prototype and evaluation.&lt;br /&gt;
Institute AIFB, KIT, März, 2011&lt;br /&gt;
([http://www.aifb.kit.edu/web/Deliverable3032 Details], [[Media:ACTIVE_D3_1_3.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Basil Ell: &lt;br /&gt;
Deliverable 1.3.3 Collaborative articulation of enterprise knowledge Fully functional prototype and evaluation.&lt;br /&gt;
Institute AIFB, KIT, März, 2011&lt;br /&gt;
([http://www.aifb.kit.edu/web/Deliverable3033 Details], [[Media:ACTIVE_D1_3_3.pdf‎|download]])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Basil Ell, Elena Simperl, Stephan Wölger, Benedikt Kämpgen, Simon Hangl, Denny Vrandecic, Katharina Siorpaes: &lt;br /&gt;
Enterprise Knowledge Structures.&lt;br /&gt;
In Paul Warren, John Davies, Elena Simperl, Context and Semantics for Knowledge Management, Kap. 3, Springer, September, 2011&lt;br /&gt;
([http://dx.doi.org/10.1007/978-3-642-19510-5_3 Details])&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Florian Lemmerich, Martin Atzmueller: &lt;br /&gt;
Decision-Maker-Aware Design of Descriptive Data Mining.&lt;br /&gt;
Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS), Seiten: 561-566, ISLE, Ilmenau, September, 2010&lt;br /&gt;
([[Media:Ddm_kaempgen_deris.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen: &lt;br /&gt;
Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie.&lt;br /&gt;
Prof. Dr. Frank Puppe; Dr. Martin Atzmüller; Dipl.-Inform. Florian Lemmerich, 2009/12/31, Universität Würzburg, Fakultät für Mathematik und Informatik ([https://opus.bibliothek.uni-wuerzburg.de/frontdoor/index/index/docId/3804 download])&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Presentations</id>
		<title>Presentations</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Presentations"/>
				<updated>2025-03-23T15:01:27Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===2024=== &lt;br /&gt;
Generative Künstliche Intelligenz zur Analyse von klinischen Routinedaten – Chancen und Herausforderungen, NUM Convention, Berlin, 18.01.2024 &lt;br /&gt;
&lt;br /&gt;
===2023=== &lt;br /&gt;
Benchmarking trifft Künstliche Intelligenz – Wie Kliniken Mehrwerte mit ihren Daten erzielen, eHealth Symposium Südwest 2023, Kaiserslautern, 25.01.2023 &lt;br /&gt;
&lt;br /&gt;
===2022=== &lt;br /&gt;
Challenges and opportunities for natural language processing in industry, WebSciWIM Klausurtagung, Trifels, 06.10.2023 &lt;br /&gt;
&lt;br /&gt;
Kodierung und Strukturierte Dokumentation, St. Wolfganger Krankenhaustage, 21.06.2022 &lt;br /&gt;
&lt;br /&gt;
Intelligentes Dialogsystem zum sprachbasierten Electronic Data Capture – Ein Demonstrator für automatisches Speech-to-Structure, 16. Tagung des Fachverbands für Dokumentation und Informationsmanagement in der Medizin (DVMD) e.V., Leipzig, 12.05.2022 &lt;br /&gt;
&lt;br /&gt;
Befundunterstützung in der Radiologie, i-SOLUTIONS Health Digitale Wintermesse, online, 08.02.2022 &lt;br /&gt;
&lt;br /&gt;
===2021===&lt;br /&gt;
&lt;br /&gt;
KI-basierte Entscheidungsunterstützung im Laborinformationssystem (LIS), i-SOLUTIONS Health Hausmesse Labor, online, 16.06.2021 &lt;br /&gt;
&lt;br /&gt;
The role of visualization in decision support systems - Differences between academia and industry, Keynote at Workshop VisGap - The Gap between Visualization Research and Visualization Software, 14.06.2021 &lt;br /&gt;
&lt;br /&gt;
Intelligentes Dialogsystem zur Kodierassistenz auf OP-Berichten, Digitaler Rundgang “Künstliche Intelligenz im Gesundheitswesen”, DMEA, online, 27.05.2021 &lt;br /&gt;
&lt;br /&gt;
Damit KI intelligent wird – Datenstrategien und Datenqualität als Erfolgsfaktoren im Gesundheitswesen, Workshop im Rahmen der Veranstaltung zu KI-Innovation im Gesundheitswesen, KI Bundesverband und Bundesverband Gesundheits-IT, online, 12.05.2021 &lt;br /&gt;
&lt;br /&gt;
Medical Know-How: KI-Assistenz in der Befundung, i-SOLUTIONS Health Hausmesse Radiologie, online, 25.02.2021 &lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
Chancen durch Künstliche Intelligenz in der Corona-Krise, GI-Regionalgruppe Würzburg, Veranstaltung zu Corona: IT-Chancen und Risiken, online, 23.07.2020 &lt;br /&gt;
&lt;br /&gt;
Natural Language Processing von klinischen Routinedaten zur Abrechnungskodierung: Weder trivial noch unerreichbare Magie, DMEA sparks, online, 17.06.2020 &lt;br /&gt;
&lt;br /&gt;
Anonymisierung und Pseudonymisierung medizinischer Textdaten mittels Natural Language Processing, BITKOM-Webkonferenz zu „Anonymisierung &amp;amp; Pseudonymisierung von Daten für ML-Projekte“, online, 04.05.2020 &lt;br /&gt;
&lt;br /&gt;
Wieviel Künstliche Intelligenz benötigt meine Anwendung?, Veranstaltung KI im Mittelstand, IHK Würzburg-Schweinfurt, Würzburg, 06.02.2020 &lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
&lt;br /&gt;
MyReportCheck – Natural Language Processing in der Radiologie zur Prospektiven Entscheidungsunterstützung, KIS-RIS-PACS und DICOM-Treffen, Mainz, 06.07.2019 &lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
Strukturierte Befundung und Natural Language Processing (NLP), Forscher für die Zukunft - Workshop 1, Köln, 8.11.2018 &lt;br /&gt;
&lt;br /&gt;
Einsatzmöglichkeiten von Natural Language Processing (NLP) in der Medizin – Am Beispiel der Radiologie, Fachtagung Künstliche Intelligenz in der Medizintechnik, Forum MedTech Pharma e.V., München, 11.10.2018 &lt;br /&gt;
&lt;br /&gt;
Natural Language Processing in der Radiologie: Weder trivial noch unerreichbare Magie, KIS-RIS-PACS und DICOM-Treffen, Mainz, 21.06.2018 &lt;br /&gt;
&lt;br /&gt;
Automatische Klassifikation von Texten in der Psychotherapie – Impulse aus der Radiologie, Symposium „E-Health-Anwendungen in der Psychotherapie: Chancen und Risiken“, Göttingen, 14.06.2018 &lt;br /&gt;
&lt;br /&gt;
Wenn die Ärzte wüssten, was sie wissen: Big Data Healthcare Analytics, MIRACUM-Workshop, Universitätsklinikum Frankfurt, Medical Informatics Group (MIG), Frankfurt, 11.04.2018 &lt;br /&gt;
&lt;br /&gt;
Opportunities in automatically annotating radiology reports with RadLex terms, B-1583, Scientific Session - SS 1905 - Structured reporting and CAD, European Congress of Radiology (ECR), 4.3.2018&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
Benedikt Kämpgen, Ignacio Traverso Ribon, Andreas Harth, Ljiljana Stojanovic, Dominik Riemer, Stefan Zander, Tobias Käfer, Nicole Merkle, Sebastian Bader, Maria Maleshkova: &lt;br /&gt;
Semantic Technologies in a Continuous Information Process Engineering Cycle for Internet of Things Applications&lt;br /&gt;
Academic Day M2M Summit 2016&lt;br /&gt;
05.10.2016&lt;br /&gt;
([[Media:Kaempgen_M2M-summit-2016_semantic_technologies_ipe-cycle_iot_applications_2016-10-05_v4.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Ignacio Traverso Ribon, Andreas Harth, Ljiljana Stojanovic, Dominik Riemer, Stefan Zander, Tobias Käfer, Nicole Merkle, Sebastian Bader, Maria Maleshkova:&lt;br /&gt;
WORLD CAFÉ Semantic Technologies in a Data-Driven Decision Support Cycle of IoT Applications&lt;br /&gt;
20.09.2016&lt;br /&gt;
([[Media:Kaempgen_world_cafe_semantic_technologies_2016-09-20.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Ignacio Traverso-Ribón, Benedikt Kämpgen&lt;br /&gt;
DIZ-Konfigurator: Eine Fallstudie zur Empfehlung von Methoden und Modellen zur automatischen Stammdatenklassifikation mittels Semantik&lt;br /&gt;
PasDasSummit 2016&lt;br /&gt;
05.10.2016, Passau&lt;br /&gt;
([[Media:FZI_IFCC_DIZ-Konfigurator_Semantik_2016-10-13.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Daniel Breucker, Benedikt Kämpgen, Andreas Harth.&lt;br /&gt;
SEO4OLAP - Search Engine Optimized Presentation of Statistical Linked Data.&lt;br /&gt;
INFORMATIK 2016 &lt;br /&gt;
[[Media:Breucker_kaempgen_harth_seo4olap_praesentation_2016-09-26_v5.pdf|download]]&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
Benedikt Kämpgen, Natalja Kleiner&lt;br /&gt;
ISO 9001: Mit einem semantischen Wiki Chancen, Nutzen &amp;amp; Herausforderungen begegnen - Erfahrungen aus der Umsetzung mittels semi-strukturierter Datenmodelle &lt;br /&gt;
11. Stuttgarter Wissensmanagementtage&lt;br /&gt;
Stuttgart, 10.11.2015&lt;br /&gt;
([http://www.wima-tage.de/kongressprogramm/referenten/plenum_2_wissensmanagement/benedikt_kaempgen_natalja_kleiner.html details], [[Media:Wima-tage_fzi_iso9001_semantischesWiki_2015-11-10_v3.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Semantics in RDF Data Cubes&lt;br /&gt;
WU Vienna, Group of Axel Polleres&lt;br /&gt;
Austria &lt;br /&gt;
Vienna, 22.07.2015&lt;br /&gt;
([[Media:Kaempgen_visiting_Axel_Polleres_talk_semantics_QB_final_2015-07-22.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Web of Things Use Cases and Solutions at FZI&lt;br /&gt;
W3C Web of Things Workshop, Munich&lt;br /&gt;
20.04.2015&lt;br /&gt;
([[Media:Kaempgen_WoT-workshop_fzi_presentation_v3.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web&lt;br /&gt;
PhD Defense&lt;br /&gt;
25.02.2015 &lt;br /&gt;
([[Media:Kaempgen_defense_talk_v36_final.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
LinkedData Cubes - Integration und Analyse Verteilter Statistischer Datensätze durch Linked Data&lt;br /&gt;
Software Campus Summit 2015&lt;br /&gt;
09.02.2015, Berlin&lt;br /&gt;
([[Media:Kaempgen_ld-cubes_sc_summit_v9.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Computing the Similarity of Entities using HANA Graph and Linked Data&lt;br /&gt;
Abschlusspräsentation der Software Campus Praxisphase&lt;br /&gt;
Oktober 2014, SAP Palo Alto, CA&lt;br /&gt;
([[Media:Kaempgen_hana-ld-annsim_sap_v2.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Definition and Materialisation of the Global Cube from Multidimensional Datasets on the Web&lt;br /&gt;
MUGS (Michael Genesereth's group in Stanford)&lt;br /&gt;
Oktober 2014, Stanford, CA&lt;br /&gt;
([[Media:Mugs_kaempgen_global_cube_v2.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Challenges with Annotating Liver Patient Data&lt;br /&gt;
SMWCon Fall 2013,  Wikimedia Deutschland e.V.&lt;br /&gt;
Germany&lt;br /&gt;
Berlin,  30.10.2013&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3342 Details])&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Vorstellung des Sonderforschungsbereichs Cognition-guided Surgery - Wissens- und modellbasierte Chirurgie&lt;br /&gt;
Arbeitskreis Big Data in der Medizin – 3. Meeting 2012,  Siemens, Fraunhofer HHI&lt;br /&gt;
Deutschland&lt;br /&gt;
München,  3.12.2012&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3297 Details])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Collaborative Financial Analysis using Semantic MediaWiki&lt;br /&gt;
SMWCon Fall 2012,  GESIS&lt;br /&gt;
Germany&lt;br /&gt;
Cologne,  25.10.2012&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3292 Details])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Applying Linked Data Technologies to Financial Reporting&lt;br /&gt;
Semantic Statistics for Social, Behavioural, and Economic Sciences: Leveraging the DDI Model for the Linked Data Web,  GESIS&lt;br /&gt;
Deutschland&lt;br /&gt;
Dagstuhl,  16.10.2012&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3296 Details])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Making XBRL and Linked Data interoperable&lt;br /&gt;
W3C Government Linked Data Working Group – RDF Data Cube Vocabulary Session,  W3C&lt;br /&gt;
&lt;br /&gt;
17.5.2012&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3278 Details])&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Using SMW as a Semantic Web Browser&lt;br /&gt;
SMWCon Fall 2011,  Web-based Systems Group, Free University Berlin&lt;br /&gt;
Germany&lt;br /&gt;
impakt berlin,  23.9.2011&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3274 Details])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Connecting SMW to statistical data&lt;br /&gt;
SMWCon Fall 2011,  Web-based Systems Group, Free University Berlin&lt;br /&gt;
Germany&lt;br /&gt;
impakt berlin,  23.9.2011&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3275 Details])&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
SMW System Testing with Selenium&lt;br /&gt;
SMWCon Fall 2010,  Open Universiteit&lt;br /&gt;
Netherlands&lt;br /&gt;
Open Universiteit, Amsterdam,  18.9.2010&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3162 Details])&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Presentations</id>
		<title>Presentations</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Presentations"/>
				<updated>2025-03-23T15:01:02Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;===2024=== &lt;br /&gt;
	&lt;br /&gt;
&lt;br /&gt;
Generative Künstliche Intelligenz zur Analyse von klinischen Routinedaten – Chancen und Herausforderungen, NUM Convention, Berlin, 18.01.2024 &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
===2023=== &lt;br /&gt;
	&lt;br /&gt;
&lt;br /&gt;
Benchmarking trifft Künstliche Intelligenz – Wie Kliniken Mehrwerte mit ihren Daten erzielen, eHealth Symposium Südwest 2023, Kaiserslautern, 25.01.2023 &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
===2022=== &lt;br /&gt;
	&lt;br /&gt;
&lt;br /&gt;
Challenges and opportunities for natural language processing in industry, WebSciWIM Klausurtagung, Trifels, 06.10.2023 &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
Kodierung und Strukturierte Dokumentation, St. Wolfganger Krankenhaustage, 21.06.2022 &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
Intelligentes Dialogsystem zum sprachbasierten Electronic Data Capture – Ein Demonstrator für automatisches Speech-to-Structure, 16. Tagung des Fachverbands für Dokumentation und Informationsmanagement in der Medizin (DVMD) e.V., Leipzig, 12.05.2022 &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
Befundunterstützung in der Radiologie, i-SOLUTIONS Health Digitale Wintermesse, online, 08.02.2022 &lt;br /&gt;
&lt;br /&gt;
===2021===&lt;br /&gt;
&lt;br /&gt;
KI-basierte Entscheidungsunterstützung im Laborinformationssystem (LIS), i-SOLUTIONS Health Hausmesse Labor, online, 16.06.2021 &lt;br /&gt;
&lt;br /&gt;
The role of visualization in decision support systems - Differences between academia and industry, Keynote at Workshop VisGap - The Gap between Visualization Research and Visualization Software, 14.06.2021 &lt;br /&gt;
&lt;br /&gt;
Intelligentes Dialogsystem zur Kodierassistenz auf OP-Berichten, Digitaler Rundgang “Künstliche Intelligenz im Gesundheitswesen”, DMEA, online, 27.05.2021 &lt;br /&gt;
&lt;br /&gt;
Damit KI intelligent wird – Datenstrategien und Datenqualität als Erfolgsfaktoren im Gesundheitswesen, Workshop im Rahmen der Veranstaltung zu KI-Innovation im Gesundheitswesen, KI Bundesverband und Bundesverband Gesundheits-IT, online, 12.05.2021 &lt;br /&gt;
&lt;br /&gt;
Medical Know-How: KI-Assistenz in der Befundung, i-SOLUTIONS Health Hausmesse Radiologie, online, 25.02.2021 &lt;br /&gt;
&lt;br /&gt;
===2020===&lt;br /&gt;
Chancen durch Künstliche Intelligenz in der Corona-Krise, GI-Regionalgruppe Würzburg, Veranstaltung zu Corona: IT-Chancen und Risiken, online, 23.07.2020 &lt;br /&gt;
&lt;br /&gt;
Natural Language Processing von klinischen Routinedaten zur Abrechnungskodierung: Weder trivial noch unerreichbare Magie, DMEA sparks, online, 17.06.2020 &lt;br /&gt;
&lt;br /&gt;
Anonymisierung und Pseudonymisierung medizinischer Textdaten mittels Natural Language Processing, BITKOM-Webkonferenz zu „Anonymisierung &amp;amp; Pseudonymisierung von Daten für ML-Projekte“, online, 04.05.2020 &lt;br /&gt;
&lt;br /&gt;
Wieviel Künstliche Intelligenz benötigt meine Anwendung?, Veranstaltung KI im Mittelstand, IHK Würzburg-Schweinfurt, Würzburg, 06.02.2020 &lt;br /&gt;
&lt;br /&gt;
===2019===&lt;br /&gt;
&lt;br /&gt;
MyReportCheck – Natural Language Processing in der Radiologie zur Prospektiven Entscheidungsunterstützung, KIS-RIS-PACS und DICOM-Treffen, Mainz, 06.07.2019 &lt;br /&gt;
&lt;br /&gt;
===2018===&lt;br /&gt;
Strukturierte Befundung und Natural Language Processing (NLP), Forscher für die Zukunft - Workshop 1, Köln, 8.11.2018 &lt;br /&gt;
&lt;br /&gt;
Einsatzmöglichkeiten von Natural Language Processing (NLP) in der Medizin – Am Beispiel der Radiologie, Fachtagung Künstliche Intelligenz in der Medizintechnik, Forum MedTech Pharma e.V., München, 11.10.2018 &lt;br /&gt;
&lt;br /&gt;
Natural Language Processing in der Radiologie: Weder trivial noch unerreichbare Magie, KIS-RIS-PACS und DICOM-Treffen, Mainz, 21.06.2018 &lt;br /&gt;
&lt;br /&gt;
Automatische Klassifikation von Texten in der Psychotherapie – Impulse aus der Radiologie, Symposium „E-Health-Anwendungen in der Psychotherapie: Chancen und Risiken“, Göttingen, 14.06.2018 &lt;br /&gt;
&lt;br /&gt;
Wenn die Ärzte wüssten, was sie wissen: Big Data Healthcare Analytics, MIRACUM-Workshop, Universitätsklinikum Frankfurt, Medical Informatics Group (MIG), Frankfurt, 11.04.2018 &lt;br /&gt;
&lt;br /&gt;
Opportunities in automatically annotating radiology reports with RadLex terms, B-1583, Scientific Session - SS 1905 - Structured reporting and CAD, European Congress of Radiology (ECR), 4.3.2018&lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
Benedikt Kämpgen, Ignacio Traverso Ribon, Andreas Harth, Ljiljana Stojanovic, Dominik Riemer, Stefan Zander, Tobias Käfer, Nicole Merkle, Sebastian Bader, Maria Maleshkova: &lt;br /&gt;
Semantic Technologies in a Continuous Information Process Engineering Cycle for Internet of Things Applications&lt;br /&gt;
Academic Day M2M Summit 2016&lt;br /&gt;
05.10.2016&lt;br /&gt;
([[Media:Kaempgen_M2M-summit-2016_semantic_technologies_ipe-cycle_iot_applications_2016-10-05_v4.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Ignacio Traverso Ribon, Andreas Harth, Ljiljana Stojanovic, Dominik Riemer, Stefan Zander, Tobias Käfer, Nicole Merkle, Sebastian Bader, Maria Maleshkova:&lt;br /&gt;
WORLD CAFÉ Semantic Technologies in a Data-Driven Decision Support Cycle of IoT Applications&lt;br /&gt;
20.09.2016&lt;br /&gt;
([[Media:Kaempgen_world_cafe_semantic_technologies_2016-09-20.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Ignacio Traverso-Ribón, Benedikt Kämpgen&lt;br /&gt;
DIZ-Konfigurator: Eine Fallstudie zur Empfehlung von Methoden und Modellen zur automatischen Stammdatenklassifikation mittels Semantik&lt;br /&gt;
PasDasSummit 2016&lt;br /&gt;
05.10.2016, Passau&lt;br /&gt;
([[Media:FZI_IFCC_DIZ-Konfigurator_Semantik_2016-10-13.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Daniel Breucker, Benedikt Kämpgen, Andreas Harth.&lt;br /&gt;
SEO4OLAP - Search Engine Optimized Presentation of Statistical Linked Data.&lt;br /&gt;
INFORMATIK 2016 &lt;br /&gt;
[[Media:Breucker_kaempgen_harth_seo4olap_praesentation_2016-09-26_v5.pdf|download]]&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
Benedikt Kämpgen, Natalja Kleiner&lt;br /&gt;
ISO 9001: Mit einem semantischen Wiki Chancen, Nutzen &amp;amp; Herausforderungen begegnen - Erfahrungen aus der Umsetzung mittels semi-strukturierter Datenmodelle &lt;br /&gt;
11. Stuttgarter Wissensmanagementtage&lt;br /&gt;
Stuttgart, 10.11.2015&lt;br /&gt;
([http://www.wima-tage.de/kongressprogramm/referenten/plenum_2_wissensmanagement/benedikt_kaempgen_natalja_kleiner.html details], [[Media:Wima-tage_fzi_iso9001_semantischesWiki_2015-11-10_v3.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Semantics in RDF Data Cubes&lt;br /&gt;
WU Vienna, Group of Axel Polleres&lt;br /&gt;
Austria &lt;br /&gt;
Vienna, 22.07.2015&lt;br /&gt;
([[Media:Kaempgen_visiting_Axel_Polleres_talk_semantics_QB_final_2015-07-22.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Web of Things Use Cases and Solutions at FZI&lt;br /&gt;
W3C Web of Things Workshop, Munich&lt;br /&gt;
20.04.2015&lt;br /&gt;
([[Media:Kaempgen_WoT-workshop_fzi_presentation_v3.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web&lt;br /&gt;
PhD Defense&lt;br /&gt;
25.02.2015 &lt;br /&gt;
([[Media:Kaempgen_defense_talk_v36_final.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
LinkedData Cubes - Integration und Analyse Verteilter Statistischer Datensätze durch Linked Data&lt;br /&gt;
Software Campus Summit 2015&lt;br /&gt;
09.02.2015, Berlin&lt;br /&gt;
([[Media:Kaempgen_ld-cubes_sc_summit_v9.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Computing the Similarity of Entities using HANA Graph and Linked Data&lt;br /&gt;
Abschlusspräsentation der Software Campus Praxisphase&lt;br /&gt;
Oktober 2014, SAP Palo Alto, CA&lt;br /&gt;
([[Media:Kaempgen_hana-ld-annsim_sap_v2.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Definition and Materialisation of the Global Cube from Multidimensional Datasets on the Web&lt;br /&gt;
MUGS (Michael Genesereth's group in Stanford)&lt;br /&gt;
Oktober 2014, Stanford, CA&lt;br /&gt;
([[Media:Mugs_kaempgen_global_cube_v2.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Challenges with Annotating Liver Patient Data&lt;br /&gt;
SMWCon Fall 2013,  Wikimedia Deutschland e.V.&lt;br /&gt;
Germany&lt;br /&gt;
Berlin,  30.10.2013&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3342 Details])&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Vorstellung des Sonderforschungsbereichs Cognition-guided Surgery - Wissens- und modellbasierte Chirurgie&lt;br /&gt;
Arbeitskreis Big Data in der Medizin – 3. Meeting 2012,  Siemens, Fraunhofer HHI&lt;br /&gt;
Deutschland&lt;br /&gt;
München,  3.12.2012&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3297 Details])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Collaborative Financial Analysis using Semantic MediaWiki&lt;br /&gt;
SMWCon Fall 2012,  GESIS&lt;br /&gt;
Germany&lt;br /&gt;
Cologne,  25.10.2012&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3292 Details])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Applying Linked Data Technologies to Financial Reporting&lt;br /&gt;
Semantic Statistics for Social, Behavioural, and Economic Sciences: Leveraging the DDI Model for the Linked Data Web,  GESIS&lt;br /&gt;
Deutschland&lt;br /&gt;
Dagstuhl,  16.10.2012&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3296 Details])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Making XBRL and Linked Data interoperable&lt;br /&gt;
W3C Government Linked Data Working Group – RDF Data Cube Vocabulary Session,  W3C&lt;br /&gt;
&lt;br /&gt;
17.5.2012&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3278 Details])&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Using SMW as a Semantic Web Browser&lt;br /&gt;
SMWCon Fall 2011,  Web-based Systems Group, Free University Berlin&lt;br /&gt;
Germany&lt;br /&gt;
impakt berlin,  23.9.2011&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3274 Details])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
Connecting SMW to statistical data&lt;br /&gt;
SMWCon Fall 2011,  Web-based Systems Group, Free University Berlin&lt;br /&gt;
Germany&lt;br /&gt;
impakt berlin,  23.9.2011&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3275 Details])&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
Benedikt Kämpgen&lt;br /&gt;
SMW System Testing with Selenium&lt;br /&gt;
SMWCon Fall 2010,  Open Universiteit&lt;br /&gt;
Netherlands&lt;br /&gt;
Open Universiteit, Amsterdam,  18.9.2010&lt;br /&gt;
([http://www.aifb.kit.edu/web/Vortrag3162 Details])&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

	<entry>
		<id>http://b-kaempgen.de/index.php/Publications</id>
		<title>Publications</title>
		<link rel="alternate" type="text/html" href="http://b-kaempgen.de/index.php/Publications"/>
				<updated>2025-03-23T14:58:13Z</updated>
		
		<summary type="html">&lt;p&gt;Benedikt Kämpgen: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;==external links==&lt;br /&gt;
* [https://dblp.org/pid/45/7963 DBLP]&lt;br /&gt;
* [https://pubmed.ncbi.nlm.nih.gov/?term=K%C3%A4mpgen+B&amp;amp;cauthor_id=32172185 PubMed]&lt;br /&gt;
* [https://scholar.google.de/citations?user=pdNDuKEAAAAJ&amp;amp;hl=de Google Scholar]&lt;br /&gt;
&lt;br /&gt;
==publications by year==&lt;br /&gt;
&lt;br /&gt;
===2023=== &lt;br /&gt;
	&lt;br /&gt;
&lt;br /&gt;
Fabian Stoehr, Benedikt Kämpgen, Lukas Müller, Laura Oleaga Zufiría, Vanesa Junquero,  &lt;br /&gt;
&lt;br /&gt;
Cristina Merino, Peter Mildenberger, Roman Kloeckner: Natural language processing for automatic evaluation of free-text answers — a feasibility study based on the European Diploma in Radiology examination. Insights Imaging. 2023. &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
Tobias Jorg, Benedikt Kämpgen, Dennis Feiler, Lukas Müller, Christoph Düber, Peter Mildenberger, Florian Jungmann: Efficient structured reporting in radiology using an intelligent dialogue system based on speech recognition and natural language processing. Insights Imaging. 2023. &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
===2022=== &lt;br /&gt;
	&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Philipp Sodmann, Máté E. Maros, Andreas Klüter: Verstehen was Ärzte schreiben: Kann KI die Datenflut in der Medizin bändigen?. In: Pfannstiel, M.A. (eds) Künstliche Intelligenz im Gesundheitswesen. Springer Gabler, Wiesbaden. 2022. &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
===2021=== &lt;br /&gt;
	&lt;br /&gt;
&lt;br /&gt;
Florian Jungmann, Benedikt Kämpgen, Felix Hahn, Daniel Wagner, Peter Mildenberger, Christoph Düber, Roman Kloeckner: Natural language processing of radiology reports to investigate the effects of the COVID-19 pandemic on the incidence and age distribution of fractures. Skeletal Radiol. 2021. &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
Máté E. Maros, Chang Gyu Cho, Andreas G. Junge, Benedikt Kämpgen, Victor Saase, Fabian Siegel, Frederik Trinkmann, Thomas Ganslandt, Christoph Groden, Holger Wenz: Comparative analysis of machine learning algorithms for computer-assisted reporting based on fully automated cross-lingual RadLex mappings. Sci Rep. 2021. &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
===2020=== &lt;br /&gt;
	&lt;br /&gt;
&lt;br /&gt;
Florian Jungmann, Gordon Arnhold, Benedikt Kämpgen, Tobias Jorg, Christoph Düber, Peter Mildenberger, Roman Kloeckner: A Hybrid Reporting Platform for Extended RadLex Coding Combining Structured Reporting Templates and Natural Language Processing. J Digit Imaging. 2020. &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
Florian Jungmann, Benedikt Kämpgen, Philipp Mildenberger, Igor Tsaur, Tobias Jorg, Christoph Düber, Peter Mildenberger, Roman Kloeckner: Towards data-driven medical imaging using natural language processing in patients with suspected urolithiasis. Int J Med Inform. 2020. &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
===2019=== &lt;br /&gt;
	&lt;br /&gt;
&lt;br /&gt;
Florian Jungmann, Sebastian Kuhn, Igor Tsaur, Benedikt Kämpgen: Natural Language Processing in der Radiologie: Weder trivial noch unerreichbare Magie [Natural language processing in radiology : Neither trivial nor impossible]. Radiologe. 2019. &lt;br /&gt;
&lt;br /&gt;
 &lt;br /&gt;
&lt;br /&gt;
===2018=== &lt;br /&gt;
	&lt;br /&gt;
Florian Jungmann, Sebastian Kuhn, Benedikt Kämpgen: Grundlagen und Einsatzmöglichkeiten von Natural Language Processing (NLP) in der Radiologie [Basics and applications of Natural Language Processing (NLP) in radiology]. Radiologe. 2018. &lt;br /&gt;
&lt;br /&gt;
Stefan Bischof, Andreas Harth, Benedikt Kämpgen, Axel Polleres, Patrik Schneider: Enriching integrated statistical open city data by combining equational knowledge and missing value imputation. J. Web Semant. 2018. &lt;br /&gt;
&lt;br /&gt;
===2016===&lt;br /&gt;
Benedikt Kämpgen, Andreas Harth: &lt;br /&gt;
Semantische Technologien zur Veröffentlichung von Statistikdaten nutzen.&lt;br /&gt;
BI-SPEKTRUM, 2016&lt;br /&gt;
([http://www.tdwi.eu/publikationen/bi-spektrum/archiv/archiv-detailansicht/?tx_mwjournals_pi1%5Bpointer%5D=0&amp;amp;tx_mwjournals_pi1%5Bmode%5D=1&amp;amp;tx_mwjournals_pi1%5BshowUid%5D=589 download])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Daniel Breucker, Benedikt Kämpgen, Andreas Harth: &lt;br /&gt;
SEO4OLAP - search engine optimized presentation of statistical linked data. &lt;br /&gt;
In GI-Jahrestagung 2016&lt;br /&gt;
([http://subs.emis.de/LNI/Proceedings/Proceedings259/article162.html Details], [[Media:Breucker_kaempgen_harth_seo4olap_BDSDST_2016_cr_2016-06-27.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Ignacio Traverso Ribón, Maria-Esther Vidal, Benedikt Kämpgen, York Sure-Vetter: &lt;br /&gt;
GADES: A Graph-based Semantic Similarity Measure. &lt;br /&gt;
In SEMANTICS 2016&lt;br /&gt;
([http://doi.acm.org/10.1145/2993318.2993343 Details], [[&lt;br /&gt;
&lt;br /&gt;
Christian Hennig, Alexander Viehl, Benedikt Kämpgen, Harald Eisenmann: &lt;br /&gt;
Ontology-Based Design of Space Systems.&lt;br /&gt;
In International Semantic Web Conference 2016&lt;br /&gt;
([http://dx.doi.org/10.1007/978-3-319-46547-0_29 Details], [[Media:Che_in-use-paper_iswc_2016.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Nicole Merkle, Benedikt Kämpgen, Stefan Zander: &lt;br /&gt;
Self-Service Ambient Intelligence Using Web of Things Technologies.&lt;br /&gt;
In SEMPER@ESWC, 2016&lt;br /&gt;
([http://ceur-ws.org/Vol-1588/paper3.pdf Details], [[Media:Merkle_Self-Service_Ambient_Intelligence_2016.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2015===&lt;br /&gt;
Benedikt Kämpgen: &lt;br /&gt;
Flexible Integration and Efficient Analysis of Multidimensional Datasets from the Web.&lt;br /&gt;
Rudi Studer; Axel Polleres, 2015/02/25, KIT, Fakultät für Wirtschaftswissenschaften&lt;br /&gt;
([http://doi.org/10.5445/KSP/1000047013 download])&lt;br /&gt;
&lt;br /&gt;
Sébastien Jelsch, Benedikt Kämpgen, Stefan Igel: &lt;br /&gt;
Optimierung von Analytischen Abfragen über Statistical Linked Data mit MapReduce.&lt;br /&gt;
In LWA 2015&lt;br /&gt;
([http://ceur-ws.org/Vol-1458/G03_CRC83_Jelsch.pdf Details], [[Media:G03_CRC83_Jelsch.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Dominik Jung, Lorenz Kemper, Benedikt Kämpgen, Achim Rettinger: &lt;br /&gt;
Predicting the Admission into Medical Studies in Germany: A Data Mining approach.&lt;br /&gt;
Open Access at KIT, 2015&lt;br /&gt;
([[Media:Jung_et_al_-_Predicting_the_Admission_into_Medical_Studies_in_Germany_-_A_Data_Mining_approach.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Horst Werner, Radwan Deeb, Christof Bornhövd: &lt;br /&gt;
Towards a Semantic Clinical Data Warehouse: A Case Study of Discovering Similar Genes.&lt;br /&gt;
Know@LOD Workshop, 2015, CEUR-WS, Mai, 2015&lt;br /&gt;
([[Media:Kaempgen_HANA_LD_AnnSim_KnowLOD_2015_final.pdf|download]], [http://people.aifb.kit.edu/bka/hla/ Screencast])&lt;br /&gt;
&lt;br /&gt;
Patrick Philipp, Maria Maleshkova, Darko Katic, Christian Weber, Michael Götz, Achim Rettinger, Stefanie Speidel, Benedikt Kämpgen, Marco Nolden, Anna-Laura Wekerle, Rüdiger Dillmann, Hannes Kenngott, Beat P. Müller-Stich, Rudi Studer: &lt;br /&gt;
Toward Cognitive Pipelines of Medical Assistance Algorithms. &lt;br /&gt;
International Journal of Computer Assisted Radiology and Surgery, November, 2015&lt;br /&gt;
([[Media:patrick_philipp_cognitive_pipelines_medical_assistance_algorithms.pdf|download]], [http://www.ncbi.nlm.nih.gov/pubmed/26646415 pubmed])&lt;br /&gt;
&lt;br /&gt;
Patrick Philipp, Maria Maleshkova, Michael Götz, Christian Weber, Benedikt Kämpgen, Marco Nolden, Klaus Maier-Hein, Miriam Klauß, Achim Rettinger: &lt;br /&gt;
Automatisierung von Vorverabeitungsschritten für medizinische Bilddaten mit semantischen Technologien.&lt;br /&gt;
Bildverarbeitung für die Medizin (BVM) 2015, -, März, 2015&lt;br /&gt;
([http://dx.doi.org/10.1007/978-3-662-46224-9_46 Details])&lt;br /&gt;
&lt;br /&gt;
===2014===&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, David Riepl, Jochen Klinger: &lt;br /&gt;
SMART Research using Linked Data - Sharing Research Data for Integrated Water Resources Management in the Lower Jordan Valley.&lt;br /&gt;
SePublica Workshop 2014, CEUR-WS, Mai, 2014&lt;br /&gt;
([[Media:Smart_knowledge_base_sepublica2014_camera_ready_uploaded_v1.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Tobias Weller, Sean O'Riain, Craig Weber, Andreas Harth: &lt;br /&gt;
Accepting the XBRL Challenge with Linked Data for Financial Data Integration.&lt;br /&gt;
ESWC 2014 In-Use Track, Springer, Mai, 2014&lt;br /&gt;
([[Media:Kaempgen_in-use-fios_eswc_2014_final.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Andreas Harth: &lt;br /&gt;
OLAP4LD - A Framework for Building Analysis Applications over Governmental Statistics.&lt;br /&gt;
ESWC 2014 Posters &amp;amp; Demo session, Springer, Mai, 2014&lt;br /&gt;
([[Media:Kaempgen_olap4ld_demo_final.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Keno März, Mohammadreza Hafezi, Andreas Adler, Patrick Philipp, Sascha Zelzer, Arash Saffari, Marco Nolden, Arianeb Mehrabi, Lena Maier-Hein, Achim Rettinger: &lt;br /&gt;
Challenges in Collecting Patient Characteristics for Analysis using Linked Data.&lt;br /&gt;
13. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie (CURAC), CURAC, 2014&lt;br /&gt;
([[Media:CURAC_kaempgen_maerz_et_al_liver_factors_pre-final.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Steffen Stadtmüller, Andreas Harth: &lt;br /&gt;
Querying the Global Cube: Integration of Multidimensional Datasets from the Web.&lt;br /&gt;
EKAW 2014, Seiten: 250-265, Springer International Publishing, Sweden&lt;br /&gt;
([[Media:Global-cube-kaempgen-ekaw-own_version_v2.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Philipp Gemmeke, Maria Maleshkova, Patrick Philipp, Michael Götz, Christian Weber, Benedikt Kämpgen, Marco Nolden, Klaus H. Maier-Hein, Achim Rettinger: &lt;br /&gt;
Using Linked Data and Web APIs for Automating the Pre-processing of Medical Images.&lt;br /&gt;
ISWC Workshop on Consuming Linked Data (COLD), CEUR, 2014&lt;br /&gt;
([[Media:Cold2014_GemmekeMPGWKNMR.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2013===&lt;br /&gt;
Benedikt Kämpgen, Richard Cyganiak: &lt;br /&gt;
Use Cases and Lessons for the Data Cube Vocabulary.&lt;br /&gt;
W3C Working Group Note, August, 2013&lt;br /&gt;
([https://www.w3.org/TR/vocab-data-cube-use-cases/ website]) &lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Andreas Harth: &lt;br /&gt;
No Size Fits All – Running the Star Schema Benchmark with SPARQL and RDF Aggregate Views.&lt;br /&gt;
ESWC 2013, LNCS 7882, Seiten: 290-304, Springer, Heidelberg, Mai, 2013&lt;br /&gt;
([[Media:Kaempgen_harth_ssb-benchmark_ESWC-2013_own_version.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, David Riepl, Bernd Herrmann, Denny Vrandecic, Andreas Harth: &lt;br /&gt;
Allowing Exchange, Integration and Analysis of IWRM Data via the Semantic Web.&lt;br /&gt;
Institute of Applied Geoscience, KIT, Karlsruhe, (D203), Work package 2, Deliverable D 203, SMART Project Deliverable, April, 2013&lt;br /&gt;
([http://www.aifb.kit.edu/web/Deliverable3029 Details], [[Media:Smart_kaempgen_et_al_report_D203_final.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2012===&lt;br /&gt;
André Freitas, Benedikt Kämpgen, Joao Gabriel Oliveira, Sean O’Riain, Edward Curry: &lt;br /&gt;
Representing Interoperable Provenance Descriptions for ETL Workflows.&lt;br /&gt;
In Proceedings of ESWC (Satellite Events) 2012, &lt;br /&gt;
April, 2015&lt;br /&gt;
([[Media:Preprint_provenance_ETL_workflow_eswc_highlights.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
André Freitas, Benedikt Kämpgen, Joao Gabriel Oliveira, Sean O’Riain, Edward Curry: &lt;br /&gt;
Representing Interoperable Provenance Descriptions for ETL Workflows.&lt;br /&gt;
In Proceedings of the 3rd International Workshop on Role of Semantic Web in Provenance Management (SWPM 2012), Extended Semantic Web Conference (ESWC), CEUR-WS.org, Mai, 2012&lt;br /&gt;
([[Media:Preprint_provenance_ETL_workflow_eswc_highlights.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Seán O'Riain, Andreas Harth: &lt;br /&gt;
Interacting with Statistical Linked Data via OLAP Operations.&lt;br /&gt;
In Proceedings of ESWC (Satellite Events) 2012, &lt;br /&gt;
April 2015&lt;br /&gt;
([[Media:Kaempgen_et_al_olap-operations_eswc-ws-2012.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Sean O'Riain, Andreas Harth: &lt;br /&gt;
Interacting with Statistical Linked Data via OLAP Operations.&lt;br /&gt;
In C. Unger, P. Cimiano, V. Lopez, E. Motta, P. Buitelaar, R. Cyganiak (eds.), Proceedings of Interacting with Linked Data (ILD 2012), workshop co-located with the 9th Extended Semantic Web Conference, Seiten: 36-49, CEUR-WS.org (http://ceur-ws.org/Vol-913 ), Mai, 2012&lt;br /&gt;
([http://ceur-ws.org/Vol-913/03_ILD2012.pdf details], [[Media:Kaempgen_et_al_ild2012_olap-operations.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
===2011===&lt;br /&gt;
Benedikt Kämpgen, Andreas Harth: &lt;br /&gt;
Transforming Statistical Linked Data for Use in OLAP Systems.&lt;br /&gt;
I-SEMANTICS 2011, 7th Int. Conf. on Semantic Systems, ACM, September, 2011&lt;br /&gt;
([[Media:Kaempgen_harth_isem11_olap.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Basil Ell, Elena Simperl, Denny Vrandecic, Frank Dengler: &lt;br /&gt;
Enterprise Wikis: Technical Challenges and Opportunities.&lt;br /&gt;
WM2011: 6th Conference on Professional Knowledge Management, Bonner Köllen Verlag, Lecture Notes in Informatics (LNI), Bonn, Februar, 2011&lt;br /&gt;
([[Media:Enterprise_wikis_wm2011_kaempgen.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen: &lt;br /&gt;
DC Proposal: Online Analytical Processing of Statistical Linked Data.&lt;br /&gt;
In Aroyo, Lora and Welty, Chris and Alani, Harith and Taylor, Jamie and Bernstein, Abraham and Kagal, Lalana and Noy, Natasha and Blomqvist, Eva, The Semantic Web - ISWC 2011 - 10th International Semantic Web Conference, Seiten: 301-308, Springer Berlin / Heidelberg, 7032, Oktober, 2011&lt;br /&gt;
([[Media:Kaempgen_iswc11_dc.pdf]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Frank Dengler, Daniel Herzig: &lt;br /&gt;
Deliverable 3.1.3 Context-aware knowledge filters Fully functional prototype and evaluation.&lt;br /&gt;
Institute AIFB, KIT, März, 2011&lt;br /&gt;
([http://www.aifb.kit.edu/web/Deliverable3032 Details], [[Media:ACTIVE_D3_1_3.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Basil Ell: &lt;br /&gt;
Deliverable 1.3.3 Collaborative articulation of enterprise knowledge Fully functional prototype and evaluation.&lt;br /&gt;
Institute AIFB, KIT, März, 2011&lt;br /&gt;
([http://www.aifb.kit.edu/web/Deliverable3033 Details], [[Media:ACTIVE_D1_3_3.pdf‎|download]])&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
Basil Ell, Elena Simperl, Stephan Wölger, Benedikt Kämpgen, Simon Hangl, Denny Vrandecic, Katharina Siorpaes: &lt;br /&gt;
Enterprise Knowledge Structures.&lt;br /&gt;
In Paul Warren, John Davies, Elena Simperl, Context and Semantics for Knowledge Management, Kap. 3, Springer, September, 2011&lt;br /&gt;
([http://dx.doi.org/10.1007/978-3-642-19510-5_3 Details])&lt;br /&gt;
&lt;br /&gt;
===2010===&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen, Florian Lemmerich, Martin Atzmueller: &lt;br /&gt;
Decision-Maker-Aware Design of Descriptive Data Mining.&lt;br /&gt;
Proc. 55th IWK, International Workshop on Design, Evaluation and Refinement of Intelligent Systems (DERIS), Seiten: 561-566, ISLE, Ilmenau, September, 2010&lt;br /&gt;
([[Media:Ddm_kaempgen_deris.pdf|download]])&lt;br /&gt;
&lt;br /&gt;
===2009===&lt;br /&gt;
&lt;br /&gt;
Benedikt Kämpgen: &lt;br /&gt;
Deskriptives Data-Mining für Entscheidungsträger: Eine Mehrfachfallstudie.&lt;br /&gt;
Prof. Dr. Frank Puppe; Dr. Martin Atzmüller; Dipl.-Inform. Florian Lemmerich, 2009/12/31, Universität Würzburg, Fakultät für Mathematik und Informatik ([https://opus.bibliothek.uni-wuerzburg.de/frontdoor/index/index/docId/3804 download])&lt;/div&gt;</summary>
		<author><name>Benedikt Kämpgen</name></author>	</entry>

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