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DBpedia and Its Typical Applications |
Chao Lemen1,2, Zhang Yong2, Xing Chunxiao2 |
1. Economic Management School, Beijing Institute of Petrol Chemical Technology, Beijing 102600,China;
2. Research Institute of Information Technology,Tsinghua University, Beijing 100084, China |
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Abstract Six basic characteristics, namely man-machine mass collaboration, Semantic Web-based knowledge organization, cross domain knowledge base, multi-language dataset, dynamic database are proposed by literary researches and case studies. Then, the relations between these six characteristics and four typical applications of DBpedia, which are UI, semantic tagging, data mining, cross-domain sharing and servicing applications, are further discussed.
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Received: 20 December 2010
Published: 05 May 2011
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[1] Bizer C, Heath T, Berners-Lee T. Linked Data - The Story So Far[J].International Journal on Semantic Web and Information Systems, 2009(3):1-22.[2] The DBpedia Data Set[EB/OL]. [2010-12-05]. http://wiki.dbpedia.org/Datasets.[3] What is Freebase? - Freebase[EB/OL].(2010-09-13). [2010-10-02]. http://wiki.freebase.com/wiki/What_is_Freebase%3F.[4] About WordNet[EB/OL].(2010-09-20). [2010-10-22].http://wordnet.princeton.edu/.[5] Ley M. The DBLP Computer Science Bibliography[EB/OL].(2010-10-20). [2010-10-22]. http://www.informatik.uni-trier.de/~ley/db/welcome.html.[6] What is Revyu.com[EB/OL].[2010-10-22].http://revyu.com/.[7] Flickr:浏览[EB/OL].[2010-11-19].http://www.flickr.com/tour/.[8] About MusicBrainz[EB/OL].[2010-11-19].http://musicbrainz.org/doc/About_MusicBrainz.[9] About GeoNames[EB/OL].[2010-11-19].http://www.geonames.org/about.html.[10] DrugBank:Welcome[OL].[2010-11-19].http://www.drugbank.ca/.[11] Suchanek F M, Kasneci G, Weikum G.YAGO: A Large Ontology from Wikipedia and WordNet[J].Web Semantics: Science, Services and Agents on the World Wide Web,2008,6 (3): 203-217.[12] 朝乐门.基于语义Web的人机协同知识处理研究[J].图书情报工作,2009,53(24):115-119.[13] 朝乐门.大规模人机协同知识管理研究[J].中国图书馆学报,待发.[14] 朝乐门.Web2.0在组织知识管理中的应用研究[J].情报资料工作,2010(2):49-52.[15] Auer S, Bizer C, Lehmann J, et al.DBpedia: A Nucleus for a Web of Open Data[C].In:Proceedings of the 6th International Semantic Web Conference, 2nd Asian Semantic Web Conference, ISWC 2007 + ASWC 2007, Busan, Korea. Lecture Notes in Computer Science 4825, 2007:722-735.[16] The DBpedia Data Set[EB/OL].[2010-11-29].http://wiki.dbpedia.org/Datasets?v=wv5#h18-7.[17] The DBpedia Knowledge Base[EB/OL].[2010-11-29].http://wiki.dbpedia.org/About.[18] Hellmann S, Stadler C, Lehmann J,et al. DBpedia Live Extraction [C].In: Proceedings of the 8th International Conference on Ontologies, DataBases, and Applications of Semantics ODBASE. Lecture Notes in Computer Science,2009:1209-1223.[19] Berners-Lee T. Linked Data[R/OL]. (2006-07-27). [2010-10-15]. http://www.w3.org/DesignIssues/LinkedData.html. [20] Bizer C, Lehmann J, Kobilarov G, et al. DBpedia - A Crystallization Point for the Web of Data[J].Web Semantics: Science, Services and Agents on the World Wide Web,2009,7(3):154-165.[21] Cyganiak R, Jentzsch A.The Linking Open Data Cloud Diagram[R/OL]. (2010-09-22). [2010-10-15]. http://richard.cyganiak.de/2007/10/lod/.[22] Kobilarov G, Scott T, Raimond Y,et al.Media Meets Semantic Web-How the BBC Uses DBpedia and Linked Data to Make Connections[C].In: Proceedings of the 6th European Semantic Web Conference on the Semantic Web: Research and Applications. Berlin, Heidelberg:Springer-Verlag, 2009:723-737.[23] Semantic Wikipedia Query [EB/OL].[2010-12-16].http://querybuilder.dbpedia.org/.[24] Lehmann J, Knappe S.DBpedia Navigator[EB/OL]. (2008-10-01). [2010-05-06]. http://www.cs.vu.nl/~pmika/swc-2008/DBpedia%20Navigator-DBpediaNavigator.pdf.[25] Lehmann J, Schüppel J, Auer S.Discovering Unknown Connections - the DBpedia Relationship Finder[C].In:Proceedings of the 1st Conference on Social Semantic Web, CSSW2007, Leipzig,Germany.2007:24-28. [26] Wiki.DBpedia.org:Use Cases[EB/OL].[2010-12-06].http://wiki.dbpedia.org/UseCases.[27] Interlinking DBpedia with Other Data Sets[EB/OL].[2010-12-06]. http://wiki.dbpedia.org/Interlinking. |
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