메뉴 건너뛰기




Volumn , Issue , 2006, Pages 479-486

Language model-based document clustering using random walks

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER ANALYSIS; COMPUTATIONAL LINGUISTICS; GRAPHIC METHODS; INFORMATION RETRIEVAL; RANDOM PROCESSES; VECTORS;

EID: 84858430393     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3115/1220835.1220896     Document Type: Conference Paper
Times cited : (32)

References (29)
  • 1
    • 23844551386 scopus 로고    scopus 로고
    • Mapping the backbone of science
    • DOI 10.1007/s11192-005-0255-6
    • Kevin W. Boyack, Richard Klavans, and Katy Börner. 2005. Mapping the backbone of science. Scientometrics, 64(3):351-374. (Pubitemid 41152144)
    • (2005) Scientometrics , vol.64 , Issue.3 , pp. 351-374
    • Boyack, K.W.1    Klavans, R.2    Borner, K.3
  • 3
    • 0242647875 scopus 로고    scopus 로고
    • A learner-independent evaluation of the usefulness of statistical phrases for automated text categorization
    • Amita G. Chin, editor Idea Group Publishing, Hershey, US
    • Maria Fernanda Caropreso, Stan Matwin, and Fabrizio Sebastiani. 2001. A learner-independent evaluation of the usefulness of statistical phrases for automated text categorization. In Amita G. Chin, editor, Text Databases and Document Management: Theory and Practice, pages 78-102. Idea Group Publishing, Hershey, US.
    • (2001) Text Databases and Document Management: Theory and Practice , pp. 78-102
    • Caropreso, M.F.1    Matwin, S.2    Sebastiani, F.3
  • 5
    • 0035789644 scopus 로고    scopus 로고
    • Co-clustering documents and words using bipartite spectral graph partitioning
    • Inderjit S. Dhillon. 2001. Co-clustering documents and words using bipartite spectral graph partitioning. In Proceedings of the Seventh ACM SIGKDD Conference, pages 269-274.
    • (2001) Proceedings of the Seventh ACM SIGKDD Conference , pp. 269-274
    • Dhillon, I.S.1
  • 6
    • 27344433526 scopus 로고    scopus 로고
    • LexRank: Graph-based lexical centrality as salience in text summarization
    • Güneş Erkan and Dragomir R. Radev. 2004. Lexrank: Graph-based lexical centrality as salience in text summarization. Journal of Artificial Intelligence Research, 22:457-479. (Pubitemid 41525893)
    • (2004) Journal of Artificial Intelligence Research , vol.22 , pp. 457-479
    • Erkan, G.1    Radev, D.R.2
  • 7
    • 0035789288 scopus 로고    scopus 로고
    • Clustering spatial data using random walks
    • New York, NY, USA. ACM Press
    • David Harel and Yehuda Koren. 2001. Clustering spatial data using random walks. In Proceedings of the Seventh ACM SIGKDD Conference, pages 281-286, New York, NY, USA. ACM Press.
    • (2001) Proceedings of the Seventh ACM SIGKDD Conference , pp. 281-286
    • Harel, D.1    Koren, Y.2
  • 8
    • 84885651292 scopus 로고    scopus 로고
    • PageRank without hyperlinks: Structural re-ranking using links induced by language models
    • Oren Kurland and Lillian Lee. 2005. PageRank without hyperlinks: Structural re-ranking using links induced by language models. In Proceedings of SIGIR.
    • (2005) Proceedings of SIGIR
    • Kurland, O.1    Lee, L.2
  • 11
    • 8644243122 scopus 로고    scopus 로고
    • Cluster-based retrieval using language models
    • Xiaoyong Liu and W. Bruce Croft. 2004. Cluster-based retrieval using language models. In Proceedings of SIGIR, pages 186-193.
    • (2004) Proceedings of SIGIR , pp. 186-193
    • Liu, X.1    Bruce Croft, W.2
  • 14
    • 85114317854 scopus 로고    scopus 로고
    • Textrank: Bringing order into texts
    • Dekang Lin and Dekai Wu, editors Barcelona, Spain, July. Association for Computational Linguistics
    • Rada Mihalcea and Paul Tarau. 2004. Textrank: Bringing order into texts. In Dekang Lin and Dekai Wu, editors, Proceedings of EMNLP 2004, pages 404-411, Barcelona, Spain, July. Association for Computational Linguistics.
    • (2004) Proceedings of EMNLP 2004 , pp. 404-411
    • Mihalcea, R.1    Tarau, P.2
  • 15
    • 78651070344 scopus 로고    scopus 로고
    • Unsupervised large-vocabulary word sense disambiguation with graph-based algorithms for sequence data labeling
    • Vancouver, British Columbia, Canada, October. Association for Computational Linguistics
    • Rada Mihalcea. 2005. Unsupervised large-vocabulary word sense disambiguation with graph-based algorithms for sequence data labeling. In Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing, pages 411-418, Vancouver, British Columbia, Canada, October. Association for Computational Linguistics.
    • (2005) Proceedings of Human Language Technology Conference and Conference on Empirical Methods in Natural Language Processing , pp. 411-418
    • Mihalcea, R.1
  • 17
    • 0041875229 scopus 로고    scopus 로고
    • On spectral clustering: Analysis and an algorithm
    • Andrew Y. Ng, Michael I. Jordan, and Yair Weiss. 2001. On spectral clustering: Analysis and an algorithm. In NIPS, pages 849-856.
    • (2001) NIPS , pp. 849-856
    • Ng, A.Y.1    Jordan, M.I.2    Weiss, Y.3
  • 18
    • 0032268440 scopus 로고    scopus 로고
    • A language modeling approach to information retrieval
    • Jay M. Ponte and W. Bruce Croft. 1998. A language modeling approach to information retrieval. In Proceedings of SIGIR, pages 275-281.
    • (1998) Proceedings of SIGIR , pp. 275-281
    • Ponte, J.M.1    Bruce Croft, W.2
  • 21
    • 0002096830 scopus 로고    scopus 로고
    • Document clustering using word clusters via the information bottleneck method
    • Noam Slonim and Naftali Tishby. 2000. Document clustering using word clusters via the information bottleneck method. In SIGIR, pages 208-215.
    • (2000) SIGIR , pp. 208-215
    • Slonim, N.1    Tishby, N.2
  • 22
    • 0036643010 scopus 로고    scopus 로고
    • The use of bigrams to enhance text categorization
    • DOI 10.1016/S0306-4573(01)00045-0, PII S0306457301000450
    • Chade-Meng Tan, Yuan-Fang Wang, and Chan-Do Lee. 2002. The use of bigrams to enhance text categorization. Inf. Process. Manage, 38(4):529-546. (Pubitemid 34232114)
    • (2002) Information Processing and Management , vol.38 , Issue.4 , pp. 529-546
    • Tan, C.-M.1    Wang, Y.-F.2    Lee, C.-D.3
  • 25
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of small-world networks
    • June 4
    • Duncan J. Watts and Steven H. Strogatz. 1998. Collective dynamics of small-world networks. Nature, 393(6684):440-442, June 4.
    • (1998) Nature , vol.393 , Issue.6684 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 28
    • 3042824043 scopus 로고    scopus 로고
    • A study of smoothing methods for language models applied to information retrieval
    • Chengxiang Zhai and John Lafferty. 2004. A study of smoothing methods for language models applied to information retrieval. ACM Trans. Inf. Syst. (TOIS), 22(2):179-214.
    • (2004) ACM Trans. Inf. Syst. (TOIS) , vol.22 , Issue.2 , pp. 179-214
    • Zhai, C.1    Lafferty, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.