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Volumn 27, Issue , 2014, Pages 167-174

Supervised word sense disambiguation using semantic diffusion kernel

Author keywords

Kernel method; Natural language processing; Semantic diffusion kernel; Support vector machine (SVM); Word sense disambiguation (WSD)

Indexed keywords

BOW REPRESENTATIONS; CO-OCCURRENCE INFORMATIONS; DIFFUSION KERNEL; KERNEL METHODS; MACHINE LEARNING APPROACHES; NATURAL LANGUAGE PROCESSING; SEMANTIC SIMILARITY; WORD-SENSE DISAMBIGUATION;

EID: 84888286686     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2013.08.007     Document Type: Article
Times cited : (36)

References (41)
  • 9
    • 50949133669 scopus 로고    scopus 로고
    • LIBLINEAR: A library for large linear classification
    • (Software available at)
    • R.E. Fan, K.W. Chang, C.J. Hsieh, X.R. Wang, and C.J. Lin LIBLINEAR: a library for large linear classification Journal of Machine Learning Research 9 2008 1871 1874 (Software available at) 〈http://www.csie.ntu.edu.tw/~cjlin/ liblinear〉
    • (2008) Journal of Machine Learning Research , vol.9 , pp. 1871-1874
    • Fan, R.E.1    Chang, K.W.2    Hsieh, C.J.3    Wang, X.R.4    Lin, C.J.5
  • 11
    • 4444231365 scopus 로고    scopus 로고
    • A survey of kernels for structured data
    • T. Gärtber A survey of kernels for structured data SIGKDD Explorations 5 1 2003 49 58
    • (2003) SIGKDD Explorations , vol.5 , Issue.1 , pp. 49-58
    • Gärtber, T.1
  • 14
    • 4944228528 scopus 로고    scopus 로고
    • Technical Report, Department of Computer Science, National Taiwan University
    • Hsu, C.W., Chang, C.C, Lin, C.J., 2003. A practical guide to support vector classification. Technical Report, Department of Computer Science, National Taiwan University. 〈http://www.csie.ntu.edu.tw/~cjlin/papers/ guide/guide.pdf〉.
    • (2003) A Practical Guide to Support Vector Classification
    • Hsu, C.W.1    Chang, C.C.2    Lin, C.J.3
  • 15
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • C.W. Hsu, and C.J. Lin A comparison of methods for multiclass support vector machines IEEE Transactions on Neural Networks 13 2 2002 415 425
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.W.1    Lin, C.J.2
  • 20
    • 0037822222 scopus 로고    scopus 로고
    • Asymptotic behaviors of support vector machines with Gaussian kernel
    • S.S. Keerthi, and C.J. Lin Asymptotic behaviors of support vector machines with Gaussian kernel Neural Computation 15 7 2003 1667 1689
    • (2003) Neural Computation , vol.15 , Issue.7 , pp. 1667-1689
    • Keerthi, S.S.1    Lin, C.J.2
  • 22
    • 23744476054 scopus 로고    scopus 로고
    • A framework for understanding latent semantic indexing (LSI) performance
    • A. Kontostathis, and W.M. Pottenger A framework for understanding latent semantic indexing (LSI) performance Information Processing and Management 42 1 2006 56 73
    • (2006) Information Processing and Management , vol.42 , Issue.1 , pp. 56-73
    • Kontostathis, A.1    Pottenger, W.M.2
  • 23
    • 0346336042 scopus 로고    scopus 로고
    • Using corpus statistics and WordNet relations for sense identification
    • C. Leacock, G.A. Miller, and M. Chodorow Using corpus statistics and WordNet relations for sense identification Computational Linguistics 24 1 1998 147 165
    • (1998) Computational Linguistics , vol.24 , Issue.1 , pp. 147-165
    • Leacock, C.1    Miller, G.A.2    Chodorow, M.3
  • 26
    • 33750217021 scopus 로고    scopus 로고
    • Effects of high-order co-occurrences on word semantic similarity
    • B. Lemaire, and G. Denhière Effects of high-order co-occurrences on word semantic similarity Current Psychology Letters 18 2006 1
    • (2006) Current Psychology Letters , vol.18 , pp. 1
    • Lemaire, B.1    Denhière, G.2
  • 27
    • 61949087310 scopus 로고    scopus 로고
    • Word sense disambiguation: A survey
    • R. Navigli Word sense disambiguation: a survey ACM Computing Surveys 41 2 2009 1 69
    • (2009) ACM Computing Surveys , vol.41 , Issue.2 , pp. 1-69
    • Navigli, R.1
  • 28
    • 84890425797 scopus 로고    scopus 로고
    • Word sense disambiguation as a traveling salesman problem
    • 10.1007/s10462-011-9288-9 (Online first)
    • K.H. Nguyen, and C.Y. Ock Word sense disambiguation as a traveling salesman problem Artificial Intelligence Review 2011 10.1007/s10462-011-9288-9 (Online first)
    • (2011) Artificial Intelligence Review
    • Nguyen, K.H.1    Ock, C.Y.2
  • 29
    • 59349098809 scopus 로고    scopus 로고
    • Matrix representations, linear transformations, and kernels for disambiguation in natural language
    • T. Pahikkala, S. Pyysalo, J. Boberg, J. Järvinen, and T. Salakoski Matrix representations, linear transformations, and kernels for disambiguation in natural language Machine Learning 74 2 2009 133 158
    • (2009) Machine Learning , vol.74 , Issue.2 , pp. 133-158
    • Pahikkala, T.1    Pyysalo, S.2    Boberg, J.3    Järvinen, J.4    Salakoski, T.5
  • 32
    • 84862804255 scopus 로고    scopus 로고
    • An improved model of semantic similarity based on lexical co-occurrence
    • D.L.T. Rohde, L.M. Gonnerman, and D.C. Plaut An improved model of semantic similarity based on lexical co-occurrence Communications of the ACM 8 2006 627 633
    • (2006) Communications of the ACM , vol.8 , pp. 627-633
    • Rohde, D.L.T.1    Gonnerman, L.M.2    Plaut, D.C.3
  • 37
    • 33747050962 scopus 로고    scopus 로고
    • Latent linkage semantic kernels for collective classification of link data
    • Y. Tian, T. Huang, and W. Gao Latent linkage semantic kernels for collective classification of link data Journal of Intelligent Information Systems 26 3 2006 269 301
    • (2006) Journal of Intelligent Information Systems , vol.26 , Issue.3 , pp. 269-301
    • Tian, Y.1    Huang, T.2    Gao, W.3
  • 39
    • 69249193145 scopus 로고    scopus 로고
    • KernelRank: Exploiting semantic linkage kernels for relevant pages finding
    • Y. Wang, L. Su, and Y. Tian KernelRank: exploiting semantic linkage kernels for relevant pages finding Chinese Journal of Electronics 18 3 2009 405 410
    • (2009) Chinese Journal of Electronics , vol.18 , Issue.3 , pp. 405-410
    • Wang, Y.1    Su, L.2    Tian, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.