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A Knowledge-Based Search Engine Powered by Wikipedia
Abstract This paper describes a new technique for oThis paper describes a new technique for obtaining measures of semantic relatedness. Like other recent approaches, it uses Wikipedia to provide a vast amount of structured world knowledge about the terms of interest. Our system, the Wikipedia Link Vector Model or WLVM, is unique in that it does so using only the hyperlink structure of Wikipedia rather than its full textual content. To evaluate the algorithm we use a large, widely used test set of manually defined measures of semantic relatedness as our bench-mark. This allows direct comparison of our system with other similar techniques. our system with other similar techniques.
Abstractsub This paper describes a new technique for oThis paper describes a new technique for obtaining measures of semantic relatedness. Like other recent approaches, it uses Wikipedia to provide a vast amount of structured world knowledge about the terms of interest. Our system, the Wikipedia Link Vector Model or WLVM, is unique in that it does so using only the hyperlink structure of Wikipedia rather than its full textual content. To evaluate the algorithm we use a large, widely used test set of manually defined measures of semantic relatedness as our bench-mark. This allows direct comparison of our system with other similar techniques. our system with other similar techniques.
Bibtextype inproceedings  +
Has author David N. Milne + , Ian H. Witten + , David M. Nichols +
Has keyword Information retrieval + , Query Expansion + , Wikipedia + , Data mining + , Thesauri. +
Has remote mirror http://www.cs.waikato.ac.nz/~dnk2/publications/nzcsrsc07.pdf  +
Number of citations by publication 1  +
Number of references by publication 0  +
Published in CIKM ‘07 +
Title A Knowledge-Based Search Engine Powered by Wikipedia +
Type conference paper  +
Year 2007 +
Creation dateThis property is a special property in this wiki. 20 September 2014 18:14:19  +
Categories Publications without language parameter  + , Publications without license parameter  + , Publications without DOI 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. 20 September 2014 18:14:19  +
DateThis property is a special property in this wiki. 2007  +
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