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BiCWS: Mining cognitive differences from bilingual web search results
Abstract In this paper we propose a novel comparatiIn this paper we propose a novel comparative web search system - BiCWS, which can mine cognitive differences from web search results in a multi-language setting. Given a topic represented by two queries (they are the translations of each other) in two languages, the corresponding web search results for the two queries are firstly retrieved by using a general web search engine, and then the bilingual facets for the topic are mined by using a bilingual search results clustering algorithm. The semantics in Wikipedia are leveraged to improve the bilingual clustering performance. After that, the semantic distributions of the search results over the mined facets are visually presented, which can reflect the cognitive differences in the bilingual communities. Experimental results show the effectiveness of our proposed system. the effectiveness of our proposed system.
Abstractsub In this paper we propose a novel comparatiIn this paper we propose a novel comparative web search system - BiCWS, which can mine cognitive differences from web search results in a multi-language setting. Given a topic represented by two queries (they are the translations of each other) in two languages, the corresponding web search results for the two queries are firstly retrieved by using a general web search engine, and then the bilingual facets for the topic are mined by using a bilingual search results clustering algorithm. The semantics in Wikipedia are leveraged to improve the bilingual clustering performance. After that, the semantic distributions of the search results over the mined facets are visually presented, which can reflect the cognitive differences in the bilingual communities. Experimental results show the effectiveness of our proposed system. the effectiveness of our proposed system.
Bibtextype inproceedings  +
Doi 10.1007/978-3-642-35063-4_5  +
Has author Xiangji Huang + , Wan X. + , Jie Xiao +
Has extra keyword Bilingual search + , Search results + , Semantic distribution + , Text mining + , Web search system + , Web searches + , Wikipedia + , Clustering algorithms + , Data mining + , Information retrieval + , Search engine + , Semantics + , Systems engineering + , Websites +
Has keyword Comparative Text Mining + , Cross Lingual Text Mining + , Information retrieval +
Isbn 9783642350627  +
Language English +
Number of citations by publication 0  +
Number of references by publication 0  +
Pages 58–71  +
Published in Lecture Notes in Computer Science +
Title BiCWS: Mining cognitive differences from bilingual web search results +
Type conference paper  +
Volume 7651 LNCS  +
Year 2012 +
Creation dateThis property is a special property in this wiki. 7 November 2014 12:02:10  +
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. 7 November 2014 12:02:10  +
DateThis property is a special property in this wiki. 2012  +
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