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Volumn , Issue , 2008, Pages 555-562

A comparative evaluation of different link types on enhancing document clustering

Author keywords

Link based clustering; Markov random field

Indexed keywords

CLUSTER ANALYSIS; HIDDEN MARKOV MODELS; HYPERTEXT SYSTEMS; IMAGE SEGMENTATION; INFORMATION RETRIEVAL; INFORMATION SERVICES; RESEARCH AND DEVELOPMENT MANAGEMENT;

EID: 57549085945     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1390334.1390429     Document Type: Conference Paper
Times cited : (28)

References (26)
  • 1
    • 33750309516 scopus 로고    scopus 로고
    • Graph-based text classification: Learn from your neighbors
    • Angelova, R. and Weikum, G. Graph-based text classification: learn from your neighbors. SIGIR '06.
    • SIGIR '06
    • Angelova, R.1    Weikum, G.2
  • 2
    • 34547638416 scopus 로고    scopus 로고
    • A neighborhood-based approach for clustering of linked document collecitons
    • Angelova, R. and Siersdorfer, S. A neighborhood-based approach for clustering of linked document collecitons, CIKM'06.
    • CIKM'06
    • Angelova, R.1    Siersdorfer, S.2
  • 3
    • 0032090684 scopus 로고    scopus 로고
    • Enhanced hypertext categorization using hyperlinks
    • Chakrabarti,S., Dom, B. E., and Indyk, P. Enhanced hypertext categorization using hyperlinks. In SIGMOD '98, 307-318
    • SIGMOD '98 , pp. 307-318
    • Chakrabarti, S.1    Dom, B.E.2    Indyk, P.3
  • 4
    • 17444392177 scopus 로고    scopus 로고
    • The missing link - a probabilistic model of document content and hypertext connectivity
    • Colin, D. and Hofmann,T. The missing link - a probabilistic model of document content and hypertext connectivity. In NIPS 13, 2001.
    • (2001) NIPS , vol.13
    • Colin, D.1    Hofmann, T.2
  • 6
    • 27344433526 scopus 로고    scopus 로고
    • LexRank: Graph-based Lexical Centrality as Salience in Text Summarization
    • Erkan, G., Radev, D.R.: LexRank: Graph-based Lexical Centrality as Salience in Text Summarization. J. Artif. Intell. Res. (JAIR) 22: 457-479 (2004)
    • (2004) J. Artif. Intell. Res. (JAIR) , vol.22 , pp. 457-479
    • Erkan, G.1    Radev, D.R.2
  • 7
    • 0003194541 scopus 로고    scopus 로고
    • Hypertext Categorization using Hyperlink Patterns and Meta Data
    • Ghani, R., Slattery, S. and Yang, Y. Hypertext Categorization using Hyperlink Patterns and Meta Data, ICML '01.
    • ICML '01
    • Ghani, R.1    Slattery, S.2    Yang, Y.3
  • 9
    • 0345566259 scopus 로고    scopus 로고
    • THESUS: Organizing Web Document Collections based on Link Semantics
    • Halkidi, Ml, Nguyen, B., Varlamis, I., and Vazirgiannis M. THESUS: Organizing Web Document Collections based on Link Semantics. The VLDB Journal (2003) 12: 320-322.
    • (2003) The VLDB Journal , vol.12 , pp. 320-322
    • Halkidi, M.1    Nguyen, B.2    Varlamis, I.3    Vazirgiannis, M.4
  • 10
    • 0012958411 scopus 로고    scopus 로고
    • Web document clustering using hyperlink structures
    • Tech. Rep. CSE-01-006, Dept. of CS and Eng, Pennsylvania State University
    • He, X., Zha, H, Ding, C. and Simon, H. Web document clustering using hyperlink structures, Tech. Rep. CSE-01-006, Dept. of CS and Eng., Pennsylvania State University, 2001.
    • (2001)
    • He, X.1    Zha, H.2    Ding, C.3    Simon, H.4
  • 11
    • 0142192295 scopus 로고    scopus 로고
    • Conditional random fields: Probabilistic models for segmenting and labeling sequence data
    • Lafferty, J., McCallum, A. and Pereira, F. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In Proc. of ICML, 282-289, 2001.
    • (2001) Proc. of ICML , vol.282-289
    • Lafferty, J.1    McCallum, A.2    Pereira, F.3
  • 12
    • 0025430473 scopus 로고
    • A continuous relaxation labeling algorithm for markov random fields
    • Pelkowitz, L. A continuous relaxation labeling algorithm for markov random fields. IEEE transactions on Systems, Man and Cybernetics, Vol 20 No.3:709-715, 1990.
    • (1990) IEEE transactions on Systems, Man and Cybernetics , vol.20 , Issue.3 , pp. 709-715
    • Pelkowitz, L.1
  • 13
    • 1942484863 scopus 로고    scopus 로고
    • Link-based classification
    • Lu,Q. and Getoor, L. Link-based classification. ICML, 2003.
    • (2003) ICML
    • Lu, Q.1    Getoor, L.2
  • 14
    • 84880652043 scopus 로고    scopus 로고
    • A machine learning approach to building domain-specific search engines
    • McCallum, A., Nigam, K., Rennie, J. and Seymore, K. A machine learning approach to building domain-specific search engines, IJCAI1999.
    • IJCAI1999
    • McCallum, A.1    Nigam, K.2    Rennie, J.3    Seymore, K.4
  • 15
    • 9744223646 scopus 로고    scopus 로고
    • Lexical and Semantic Clustering by Web links
    • Menczer, F. Lexical and Semantic Clustering by Web links. JASIST, 55(14): 1261-1269, 2004.
    • (2004) JASIST , vol.55 , Issue.14 , pp. 1261-1269
    • Menczer, F.1
  • 16
    • 0033715844 scopus 로고    scopus 로고
    • Clustering hypertext with applications to web searching
    • Modha, D. S. and Spangler, W. S. 2000. Clustering hypertext with applications to web searching. HYPERTEXT '00.
    • (2000) HYPERTEXT '00
    • Modha, D.S.1    Spangler, W.S.2
  • 17
    • 0033645203 scopus 로고    scopus 로고
    • A practical hypertext categorization method using links and incrementally available class information
    • Oh, H.-J., Myaeng, S. H. and Lee, M.-H. A practical hypertext categorization method using links and incrementally available class information. SIGIR, 264-271, 2000.
    • (2000) SIGIR , vol.264-271
    • Oh, H.-J.1    Myaeng, S.H.2    Lee, M.-H.3
  • 18
    • 0003780986 scopus 로고    scopus 로고
    • The PageRank citation ranking: Bringing order to the Web
    • Technical report
    • Page, L., Brin,S., Motwani, R., and Winograd,T. The PageRank citation ranking: Bringing order to the Web. Technical report, 1998.
    • (1998)
    • Page, L.1    Brin, S.2    Motwani, R.3    Winograd, T.4
  • 19
    • 57549109482 scopus 로고    scopus 로고
    • Discovering text set regularities in relational domains
    • Slattery, S. and Mitchell, T. Discovering text set regularities in relational domains, ICML '00.
    • ICML '00
    • Slattery, S.1    Mitchell, T.2
  • 20
  • 21
    • 0038156234 scopus 로고    scopus 로고
    • Evaluating contents-link coupled web page clustering for web search results
    • Wang, Y. and Kitsuregawa, M. 2002. Evaluating contents-link coupled web page clustering for web search results. CIKM '02.
    • (2002) CIKM '02
    • Wang, Y.1    Kitsuregawa, M.2
  • 22
    • 0029717331 scopus 로고    scopus 로고
    • HyPursuit: A hierarchical network search engine that exploits content-link hypertext clustering
    • Weiss, R., Velez, B., Sheldon, M. A. et al. HyPursuit: a hierarchical network search engine that exploits content-link hypertext clustering. HYPERTEXT'96.
    • HYPERTEXT'96
    • Weiss, R.1    Velez, B.2    Sheldon, M.A.3
  • 23
    • 52649114770 scopus 로고    scopus 로고
    • Semantic Smoothing for Model-based Document Clustering
    • Zhang X., Zhou X., and Hu X., Semantic Smoothing for Model-based Document Clustering, ICDM'06, 1193-1198.
    • ICDM'06 , pp. 1193-1198
    • Zhang, X.1    Zhou, X.2    Hu, X.3
  • 24
    • 0037869164 scopus 로고    scopus 로고
    • Criterion functions for document clustering: Experiments and analysis
    • Technical Report, Department of Computer Science, Univ. of Minnesota
    • Zhao, Y. and Karypis, G. Criterion functions for document clustering: experiments and analysis, Technical Report, Department of Computer Science, Univ. of Minnesota, 2001
    • (2001)
    • Zhao, Y.1    Karypis, G.2
  • 25
    • 56349148703 scopus 로고    scopus 로고
    • Semantic Smoothing of Document Models for Agglomerative Clustering
    • Zhou X., Zhang X. and Hu X., Semantic Smoothing of Document Models for Agglomerative Clustering, IJCAI 2007, 2922-2927.
    • IJCAI 2007 , pp. 2922-2927
    • Zhou, X.1    Zhang, X.2    Hu, X.3
  • 26
    • 48649088857 scopus 로고    scopus 로고
    • Dragon Toolkit: Incorporating Auto-learned Semantic Knowledge into Large-Scale Text Retrieval and Mining
    • Zhou, X., Zhang, X., and Hu, X., Dragon Toolkit: Incorporating Auto-learned Semantic Knowledge into Large-Scale Text Retrieval and Mining, ICTAI'07, 197-20
    • ICTAI'07 , pp. 197-220
    • Zhou, X.1    Zhang, X.2    Hu, X.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.