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Agent for mining of significant concepts in DBpedia
Abstract DBpedia.org is a community effort that triDBpedia.org is a community effort that tries to extract structured information from Wikipedia such that the extracted information can be queried just like a database. This information is opened to public in the form of RDF triple which is compatible with the semantic web standard. Various applications are developed for the purpose of utilizing the structured data in DBpedia. This paper makes an attempt to apply PageRank analysis on the link structure of DBpedia using a mining agent to mine significant concepts in DBpedia. Based on the result, popular concepts have the tendency to be ranked higher than the less popular ones. This paper also proposes an alternative view on how PageRank analysis can be applied to DBpedia link structure based on special characteristics of Wikipedia. The result shows that even concepts with a low PageRank value can be used as a valuable resource for recommending pages in Wikipedia.ource for recommending pages in Wikipedia.
Abstractsub DBpedia.org is a community effort that triDBpedia.org is a community effort that tries to extract structured information from Wikipedia such that the extracted information can be queried just like a database. This information is opened to public in the form of RDF triple which is compatible with the semantic web standard. Various applications are developed for the purpose of utilizing the structured data in DBpedia. This paper makes an attempt to apply PageRank analysis on the link structure of DBpedia using a mining agent to mine significant concepts in DBpedia. Based on the result, popular concepts have the tendency to be ranked higher than the less popular ones. This paper also proposes an alternative view on how PageRank analysis can be applied to DBpedia link structure based on special characteristics of Wikipedia. The result shows that even concepts with a low PageRank value can be used as a valuable resource for recommending pages in Wikipedia.ource for recommending pages in Wikipedia.
Bibtextype inproceedings  +
Doi 10.1007/978-3-642-32826-8_32  +
Has author Boo V.K. + , Anthony P. +
Has extra keyword Concept ranking + , DBpedia + , Link structure + , PageRank + , Pagerank value + , Semantic web standards + , Structured data + , Structured information + , Wikipedia + , Websites +
Has keyword Concept ranking + , DBpedia + , PageRank +
Isbn 9783642328251  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 313–322  +
Published in Communications in Computer and Information Science +
Title Agent for mining of significant concepts in DBpedia +
Type conference paper  +
Volume 295 CCIS  +
Year 2012 +
Creation dateThis property is a special property in this wiki. 6 November 2014 18:32:34  +
Categories Publications without license parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Conference papers  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 6 November 2014 18:32:34  +
DateThis property is a special property in this wiki. 2012  +
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