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Author:

Liu, Lei (Liu, Lei.) | Zhang, Sen (Zhang, Sen.) | Diao, Lu Hong (Diao, Lu Hong.) | Yan, Shu Ying (Yan, Shu Ying.) | Cao, Cun Gen (Cao, Cun Gen.)

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EI Scopus

Abstract:

Hyponymy is used to build a taxonomic hierarchy. But the terms in hyponymy may have multiple senses. It will cause the problem of polysemy and affect the building of taxonomic hierarchy. In order to solve the problem, we present a method of sense recognition of hyponymy based on vector space model. Firstly we acquire the contexts of hyponymy from Chinese free corpus. Secondly we use Cilin to construct a relation-word vector space. Then we use latent semantic analysis to reduce the dimension of the vector space. In the final phase, we recognize the senses of hyponymy using average-group clustering. Experimental results show that the method can provide adequate discrimination of the different senses. © 2008 Springer-Verlag Berlin Heidelberg.

Keyword:

Vector spaces Semantics Knowledge based systems

Author Community:

  • [ 1 ] [Liu, Lei]College of Applied Sciences, Beijing University of Technology
  • [ 2 ] [Zhang, Sen]College of Applied Sciences, Beijing University of Technology
  • [ 3 ] [Diao, Lu Hong]College of Applied Sciences, Beijing University of Technology
  • [ 4 ] [Yan, Shu Ying]Institute of Computing Technology, Chinese Academy of Sciences
  • [ 5 ] [Cao, Cun Gen]Institute of Computing Technology, Chinese Academy of Sciences

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Source :

ISSN: 0302-9743

Year: 2008

Issue: PART 1

Volume: 5177 LNAI

Page: 533-540

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 5

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