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http://www.aifb.kit.edu/id/Inproceedings3504
http://purl.org/dc/terms/abstract The amount of structured data published onThe amount of structured data published on the Web is constantly growing. A significant part of this data is published in accordance to the Linked Data principles. The explicit graph structure enables machines and humans to retrieve descriptions of entities and discover information about relations to other entities. In many cases, descriptions of single entities include thousands of statements and for human users it becomes difficult to comprehend the data unless a selection of the most relevant facts is provided. In this paper we introduce LinkSUM, a lightweight link-based approach for the relevance-oriented summarization of knowledge graph entities. LinkSUM optimizes the combination of the PageRank algorithm with an adaption of the Backlink method together with new approaches for predicate selection. Both, quantitative and qualitative evaluations have been conducted to study the performance of the method in comparison to an existing entity summarization approach. The results show a significant improvement over the state of the art and lead us to conclude that prioritizing the selection of related resources leads to better summaries.lated resources leads to better summaries.
http://purl.org/dc/terms/date 2016 , 2457388.5
http://purl.org/dc/terms/publisher Springer International Publishing
http://purl.org/dc/terms/title LinkSUM: Using Link Analysis to Summarize Entity Data
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http://www.aifb.kit.edu/id/Property-3AAddress Cham
http://www.aifb.kit.edu/id/Property-3AAllAutors http://www.aifb.kit.edu/id/Achim_Rettinger + , http://www.aifb.kit.edu/id/Andreas_Thalhammer + , http://www.aifb.kit.edu/id/Nelia_Lasierra +
http://www.aifb.kit.edu/id/Property-3AAutor1 http://www.aifb.kit.edu/id/Andreas_Thalhammer +
http://www.aifb.kit.edu/id/Property-3AAutor2 http://www.aifb.kit.edu/id/Nelia_Lasierra +
http://www.aifb.kit.edu/id/Property-3AAutor3 http://www.aifb.kit.edu/id/Achim_Rettinger +
http://www.aifb.kit.edu/id/Property-3ABooktitle Web Engineering, 16th International Conference, ICWE 2016, Lugano, Switzerland, June 6-9, 2016. Proceedings
http://www.aifb.kit.edu/id/Property-3ADOI Name 10.1007/978-3-319-38791-8_14
http://www.aifb.kit.edu/id/Property-3AData http://www.aifb.kit.edu/id/DBpedia_PageRank +
http://www.aifb.kit.edu/id/Property-3ADownload LinkSUM.pdf
http://www.aifb.kit.edu/id/Property-3AEditor Bozzon, Alessandro and Cudré-Mauroux, Philippe and Pautasso, Cesare
http://www.aifb.kit.edu/id/Property-3AErsterAutorNachname http://www.aifb.kit.edu/id/Thalhammer +
http://www.aifb.kit.edu/id/Property-3AErsterAutorVorname http://www.aifb.kit.edu/id/Andreas +
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-3AISBN 978-3-319-38791-8
http://www.aifb.kit.edu/id/Property-3AModification date-23aux 2457687.1505093
http://www.aifb.kit.edu/id/Property-3AMonth Juni
http://www.aifb.kit.edu/id/Property-3APages 244-261
http://www.aifb.kit.edu/id/Property-3AProjekt http://www.aifb.kit.edu/id/SumOn + , http://www.aifb.kit.edu/id/XLiMe +
http://www.aifb.kit.edu/id/Property-3APublication text Andreas Thalhammer, Nelia Lasierra, Achim Andreas Thalhammer, Nelia Lasierra, Achim Rettinger<br /> '''[[Inproceedings3504|<b>LinkSUM: Using Link Analysis to Summarize Entity Data</b>]]'''<br />In Bozzon, Alessandro and Cudré-Mauroux, Philippe and Pautasso, Cesare, <i>Web Engineering, 16th International Conference, ICWE 2016, Lugano, Switzerland, June 6-9, 2016. Proceedings</i>, Seiten: 244-261, Springer International Publishing, Lecture Notes in Computer Science, 9671, Cham, Juni, 2016<br>([[Inproceedings3504|Details]])6<br>([[Inproceedings3504|Details]])
http://www.aifb.kit.edu/id/Property-3APublication text en Andreas Thalhammer, Nelia Lasierra, Achim Andreas Thalhammer, Nelia Lasierra, Achim Rettinger <br /> '''[[Inproceedings3504/en|<b>LinkSUM: Using Link Analysis to Summarize Entity Data</b>]]''' <br />In Bozzon, Alessandro and Cudré-Mauroux, Philippe and Pautasso, Cesare, <i>Web Engineering, 16th International Conference, ICWE 2016, Lugano, Switzerland, June 6-9, 2016. Proceedings</i>, pages: 244-261, Springer International Publishing, Lecture Notes in Computer Science, 9671, Cham, Juni, 2016<br>([[Inproceedings3504/en|Details]])t;br>([[Inproceedings3504/en|Details]])
http://www.aifb.kit.edu/id/Property-3APublication text jahresbericht Andreas Thalhammer, Nelia Lasierra, Achim Andreas Thalhammer, Nelia Lasierra, Achim Rettinger:<br />LinkSUM: Using Link Analysis to Summarize Entity Data.<br />In Bozzon, Alessandro and Cudré-Mauroux, Philippe and Pautasso, Cesare (Hrsg.), Web Engineering, 16th International Conference, ICWE 2016, Lugano, Switzerland, June 6-9, 2016. Proceedings, Band 9671 Lecture Notes in Computer Science, S. 244-261. Springer International Publishing Cham, Juni 2016. International Publishing Cham, Juni 2016.
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