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An automatic method of managing resources based on wikipedia
Abstract This paper presents an unsupervised methodThis paper presents an unsupervised method to automatically build resource space. Utilizing the rich content and structure of Wikipedia as a background knowledge to automatically interpret, label document and construct the resource space. It combines the methods of sub-tree decomposition, community detection and statistical topic model. The results on the three datasets demonstrate the efficiency of the proposed method.ate the efficiency of the proposed method.
Abstractsub This paper presents an unsupervised methodThis paper presents an unsupervised method to automatically build resource space. Utilizing the rich content and structure of Wikipedia as a background knowledge to automatically interpret, label document and construct the resource space. It combines the methods of sub-tree decomposition, community detection and statistical topic model. The results on the three datasets demonstrate the efficiency of the proposed method.ate the efficiency of the proposed method.
Bibtextype article  +
Has author Yu X. + , Zhang Z. + , Huang Z. +
Has extra keyword Automatic method + , Background knowledge + , Community detection + , Content and structure + , Dataset + , Managing resources + , Resource space + , Resource space model + , Topic model + , Unsupervised method + , Wikipedia + , Population dynamics + , Websites +
Has keyword Community Detection + , Resource Space Model + , Topic Model + , Wikipedia +
Issn 15539105  +
Issue 23  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 9987–9994  +
Published in Journal of Computational Information Systems +
Title An automatic method of managing resources based on wikipedia +
Type journal article  +
Volume 8  +
Year 2012 +
Creation dateThis property is a special property in this wiki. 6 November 2014 21:48:04  +
Categories Publications without license parameter  + , Publications without DOI parameter  + , Publications without remote mirror parameter  + , Publications without archive mirror parameter  + , Publications without paywall mirror parameter  + , Journal articles  + , Publications without references parameter  + , Publications  +
Modification dateThis property is a special property in this wiki. 6 November 2014 21:48:04  +
DateThis property is a special property in this wiki. 2012  +
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