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Title of article :
An approach for measuring semantic similarity between words using multiple information sources
Author/Authors :
Y.، Li نويسنده , , Z.A.، Bandar, نويسنده , , D.، Mclean, نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2003
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Abstract :
Semantic similarity between words is becoming a generic problem for many applications of computational linguistics and artificial intelligence. This paper explores the determination of semantic similarity by a number of information sources, which consist of structural semantic information from a lexical taxonomy and information content from a corpus. To investigate how information sources could be used effectively, a variety of strategies for using various possible information sources are implemented. A new measure is then proposed which combines information sources nonlinearly. Experimental evaluation against a benchmark set of human similarity ratings demonstrates that the proposed measure significantly outperforms traditional similarity measures.
Keywords :
Food patterns , Abdominal obesity , Prospective study , waist circumference
Journal title :
IEEE Transactions on Knowledge and Data Engineering
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Link To Document :