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http://purl.org/dc/terms/abstract The increasing availability of data on theThe increasing availability of data on the Web provided by the emergence of Web 2.0 applications and, more recently by Linked Data, brought additional complexity to data management tasks, where the number of available data sources and their associated heterogeneity drastically increases. In this scenario, where data is reused and repurposed on a new scale, the pattern expressed as Extract-Transform-Load (ETL) emerges as a fundamental and recurrent process for both producers and consumers of data on the Web. In addition to ETL, provenance, the representation of source artifacts, processes and agents behind data, becomes another cornerstone element for Web data management, playing a fundamental role in data quality assessment, data semantics and facilitating the reproducibility of data transformation processes. This paper proposes the convergence of this two Web data management concerns, introducing a principled provenance model for ETL processes in the form of a vocabulary based on the Open Provenance Model (OPM) standard and focusing on the provision of an interoperable provenance model for Web-based ETL environments. The proposed ETL provenance model is instantiated in a real-world sustainability reporting scenario.l-world sustainability reporting scenario.
http://purl.org/dc/terms/date 2012 , 2455927.5
http://purl.org/dc/terms/publisher CEUR-WS.org
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http://www.aifb.kit.edu/id/Property-3AAllAutors http://www.aifb.kit.edu/id/Andr-C3-A9_Freitas + , Benedikt Kämpgen + , http://www.aifb.kit.edu/id/Joao_Gabriel_Oliveira + , http://www.aifb.kit.edu/id/Sean_O-E2-80-99Riain + , http://www.aifb.kit.edu/id/Edward_Curry +
http://www.aifb.kit.edu/id/Property-3AAutor1 http://www.aifb.kit.edu/id/Andr-C3-A9_Freitas +
http://www.aifb.kit.edu/id/Property-3AAutor2 Benedikt Kämpgen +
http://www.aifb.kit.edu/id/Property-3AAutor3 http://www.aifb.kit.edu/id/Joao_Gabriel_Oliveira +
http://www.aifb.kit.edu/id/Property-3AAutor4 http://www.aifb.kit.edu/id/Sean_O-E2-80-99Riain +
http://www.aifb.kit.edu/id/Property-3AAutor5 http://www.aifb.kit.edu/id/Edward_Curry +
http://www.aifb.kit.edu/id/Property-3ABooktitle In Proceedings of the 3rd International Workshop on Role of Semantic Web in Provenance Management (SWPM 2012), Extended Semantic Web Conference (ESWC)
http://www.aifb.kit.edu/id/Property-3ADownload http://www.aifb.kit.edu/id/Freitas_et_al_swpm12_provenance_ETL_workflow.pdf +
http://www.aifb.kit.edu/id/Property-3AErsterAutorNachname http://www.aifb.kit.edu/id/Freitas +
http://www.aifb.kit.edu/id/Property-3AErsterAutorVorname http://www.aifb.kit.edu/id/Andr-C3-A9 +
http://www.aifb.kit.edu/id/Property-3AForschungsgruppe http://www.aifb.kit.edu/id/Web_Science +
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http://www.aifb.kit.edu/id/Property-3ALink http://ceur-ws.org/Vol-856/paper_7.pdf +
http://www.aifb.kit.edu/id/Property-3AModification date-23aux 2456835.1095255
http://www.aifb.kit.edu/id/Property-3AMonth Mai
http://www.aifb.kit.edu/id/Property-3ANote (Selected Workshop Paper for ESWC Post-Proceedings)
http://www.aifb.kit.edu/id/Property-3AProjekt http://www.aifb.kit.edu/id/PlanetData + , http://www.aifb.kit.edu/id/SMART +
http://www.aifb.kit.edu/id/Property-3APublication text André Freitas, Benedikt Kämpgen, Joao GabrAndré Freitas, Benedikt Kämpgen, Joao Gabriel Oliveira, Sean O’Riain, Edward Curry<br /> '''[[Inproceedings3263|<b>Representing Interoperable Provenance Descriptions for ETL Workflows</b>]]'''<br /><i>In Proceedings of the 3rd International Workshop on Role of Semantic Web in Provenance Management (SWPM 2012), Extended Semantic Web Conference (ESWC)</i>, CEUR-WS.org, Mai, 2012<br>([[Inproceedings3263|Details]])2<br>([[Inproceedings3263|Details]])
http://www.aifb.kit.edu/id/Property-3APublication text en André Freitas, Benedikt Kämpgen, Joao GabrAndré Freitas, Benedikt Kämpgen, Joao Gabriel Oliveira, Sean O’Riain, Edward Curry <br /> '''[[Inproceedings3263/en|<b>Representing Interoperable Provenance Descriptions for ETL Workflows</b>]]''' <br /><i>In Proceedings of the 3rd International Workshop on Role of Semantic Web in Provenance Management (SWPM 2012), Extended Semantic Web Conference (ESWC)</i>, CEUR-WS.org, Mai, 2012<br>([[Inproceedings3263/en|Details]])t;br>([[Inproceedings3263/en|Details]])
http://www.aifb.kit.edu/id/Property-3APublication text jahresbericht André Freitas, Benedikt Kämpgen, Joao GabrAndré Freitas, Benedikt Kämpgen, Joao Gabriel Oliveira, Sean O’Riain, Edward Curry:<br />Representing Interoperable Provenance Descriptions for ETL Workflows.<br />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. Conference (ESWC). CEUR-WS.org, Mai 2012.
http://www.aifb.kit.edu/id/Property-3AReferiert 1
http://www.aifb.kit.edu/id/Property-3ATitle Representing Interoperable Provenance Descriptions for ETL Workflows
http://www.aifb.kit.edu/id/Property-3AType Inproceedings
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