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Volumn , Issue , 2010, Pages 467-474

Multi-style language model for web scale information retrieval

Author keywords

Information retrieval; Mixture language models; Parameter estimation; Probabilistic relevance model; Smoothing

Indexed keywords

CARDINALITIES; COMPONENT LANGUAGE; CROSS ENTROPY; EMPIRICAL PARAMETERS; LABELED DATA; LANGUAGE MODEL; LANGUAGE MODELING; LARGE-SCALE ANALYSIS; MIXTURE COMPONENTS; MIXTURE MODEL; MODEL TRAINING; RELEVANCE MODELS; SEARCH QUERIES; SMOOTHING; SMOOTHING TECHNIQUES; STYLE LANGUAGES; TEXT STREAMS; WEB DOCUMENT; WEB DOCUMENT RETRIEVAL;

EID: 77956050646     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1835449.1835528     Document Type: Conference Paper
Times cited : (18)

References (33)
  • 1
    • 84902975388 scopus 로고    scopus 로고
    • Information retrieval as statistical translation
    • Berger, A. and Lafferty, J. 1999. Information retrieval as statistical translation. In Proc. SIGIR-99, 222-229.
    • (1999) Proc. SIGIR-99 , pp. 222-229
    • Berger, A.1    Lafferty, J.2
  • 5
    • 33745769863 scopus 로고    scopus 로고
    • Query expansion using random walk models
    • Bremen, Germany
    • Collins-Thompson, K. and Callan, J. 2005. Query expansion using random walk models. In Proc. CIKM' 05, Bremen, Germany, 704-711.
    • (2005) Proc. CIKM' 05 , pp. 704-711
    • Collins-Thompson, K.1    Callan, J.2
  • 8
    • 8644248346 scopus 로고    scopus 로고
    • A formal study of information retrieval heuristics
    • Fang, H., Tao, T., Zhai, C. 2004. A formal study of information retrieval heuristics. In Proc. SIGIR-04, 49-56.
    • (2004) Proc. SIGIR-04 , pp. 49-56
    • Fang, H.1    Tao, T.2    Zhai, C.3
  • 9
    • 8644247561 scopus 로고    scopus 로고
    • Dependence language model for information retrieval
    • Gao, J., Nie, J., Wu, G., Cao, G. 2004. Dependence language model for information retrieval. In Proc. SIGIR-04, 170-177.
    • (2004) Proc. SIGIR-04 , pp. 170-177
    • Gao, J.1    Nie, J.2    Wu, G.3    Cao, G.4
  • 10
    • 84873432933 scopus 로고    scopus 로고
    • 21 language models at TREC: A language modeling approach to the text retrieval conference
    • MIT Press, E. M. Voorhees and D. Harman (eds)
    • Hiemstra, D. and Kraaij, W. 2005. 21 language models at TREC: A language modeling approach to the text retrieval conference. In TREC: Experimental and Evaluation in Information Retrieval, MIT Press, E. M. Voorhees and D. Harman (eds).
    • (2005) TREC: Experimental and Evaluation in Information Retrieval
    • Hiemstra, D.1    Kraaij, W.2
  • 12
  • 13
    • 11944266539 scopus 로고
    • Information theory and statistical mechanics
    • American Physical Society
    • Jaynes, E. T. 1957. Information theory and statistical mechanics. In Physical Review Series II, American Physical Society, 106(4), 620-630.
    • (1957) Physical Review Series II , vol.106 , Issue.4 , pp. 620-630
    • Jaynes, E.T.1
  • 14
    • 0036989475 scopus 로고    scopus 로고
    • Title language model for information retrieval
    • Jin, R., Hauptmann, and Zhai, C. 2002. Title language model for information retrieval. In Proc. SIGIR-02, 42-48.
    • (2002) Proc. SIGIR-02 , pp. 42-48
    • Jin, R.1    Hauptmann2    Zhai, C.3
  • 15
    • 0036993292 scopus 로고    scopus 로고
    • The importance of prior probabilities for entry page search
    • Tampere, Finland
    • Kraaij, W., Westerveld, T., and Hiemstra, D., 2002. The importance of prior probabilities for entry page search. In Proc. SIGIR'02, Tampere, Finland, 27-32.
    • (2002) Proc. SIGIR'02 , pp. 27-32
    • Kraaij, W.1    Westerveld, T.2    Hiemstra, D.3
  • 16
    • 0034790672 scopus 로고    scopus 로고
    • Document language models, query models, and risk minimization for information retrieval
    • New Orleans, LA
    • Lafferty, J. and Zhai, C. 2001. Document language models, query models, and risk minimization for information retrieval. In Proc. SIGIR'01, New Orleans, LA, 111-119.
    • (2001) Proc. SIGIR'01 , pp. 111-119
    • Lafferty, J.1    Zhai, C.2
  • 17
    • 0034785304 scopus 로고    scopus 로고
    • Relevance-based language models
    • New Orleans, LA
    • Lavrenko, V., and Croft, W. B. 2001. Relevance-based language models. In Proc. SIGIR'01, New Orleans, LA, 120-127.
    • (2001) Proc. SIGIR'01 , pp. 120-127
    • Lavrenko, V.1    Croft, W.B.2
  • 19
    • 84945708697 scopus 로고
    • On relevance, probabilistic indexing and information retrieval
    • Maron, M., and Kuhns, J. 1960. On relevance, probabilistic indexing and information retrieval. Journal of ACM, 7, 216-244.
    • (1960) Journal of ACM , vol.7 , pp. 216-244
    • Maron, M.1    Kuhns, J.2
  • 21
    • 85009259903 scopus 로고    scopus 로고
    • A hidden Markov model information retrieval system
    • Miller, D., Leek, T., Schwartz, R. M. 1999. A hidden Markov model information retrieval system. In Proc. SIGIR-99, 214-222.
    • (1999) Proc. SIGIR-99 , pp. 214-222
    • Miller, D.1    Leek, T.2    Schwartz, R.M.3
  • 22
    • 1542287497 scopus 로고    scopus 로고
    • Combining document representations for known item search
    • Ogilvie, P. and Callan, J. 2003. Combining document representations for known item search. In Proc. SIGIR-03, 143-151.
    • (2003) Proc. SIGIR-03 , pp. 143-151
    • Ogilvie, P.1    Callan, J.2
  • 23
    • 0142084741 scopus 로고    scopus 로고
    • Always good turing: Asymptotically optimal probability estimation
    • Orlitsky, A., Santhanam, N. P., and Zhang, J. 2003. Always Good Turing: asymptotically optimal probability estimation. Science, 302(5644), 427-431.
    • (2003) Science , vol.302 , Issue.5644 , pp. 427-431
    • Orlitsky, A.1    Santhanam, N.P.2    Zhang, J.3
  • 24
    • 0032268440 scopus 로고    scopus 로고
    • A language model approach to information retrieval
    • Ponte, J., and W. B. Croft. 1998. A language model approach to information retrieval. In Proc. SIGIR-98, 275-281.
    • (1998) Proc. SIGIR-98 , pp. 275-281
    • Ponte, J.1    Croft, W.B.2
  • 26
    • 18744388867 scopus 로고    scopus 로고
    • Simple BM25 extension to multiple weighted fields
    • Robertson, S. E., Zaragoza, H., and Taylor, M. 2004. Simple BM25 extension to multiple weighted fields. In Proc. CIKM-2004, 42-49.
    • (2004) Proc. CIKM-2004 , pp. 42-49
    • Robertson, S.E.1    Zaragoza, H.2    Taylor, M.3
  • 28
    • 74549202684 scopus 로고    scopus 로고
    • A machine learning approach for improved BM25 retrieval
    • Hong Kong, China
    • Svore, K. M. and Burges, C. J. C. 2009. A machine learning approach for improved BM25 retrieval. In Proc. CIKM'09, Hong Kong, China.
    • (2009) Proc. CIKM'09
    • Svore, K.M.1    Burges, C.J.C.2
  • 29
    • 70349227599 scopus 로고    scopus 로고
    • Efficacy of a constantly adaptive language model technique for web-scale applications
    • Taipei, Taiwan
    • Wang, K. and Li, X. 2009. Efficacy of a constantly adaptive language model technique for web-scale applications. In Proc. ICASSP-2009, Taipei, Taiwan, 4733-4736.
    • (2009) Proc. ICASSP-2009 , pp. 4733-4736
    • Wang, K.1    Li, X.2
  • 30
    • 35348904515 scopus 로고    scopus 로고
    • Spam double-funnel: Connecting web spammers with advertisers
    • Wang, Y.-M., Ma, M., Niu, Y., and Chen, H. 2007. Spam double-funnel: connecting web spammers with advertisers. In Proc. WWW-2007, 291-300.
    • (2007) Proc. WWW-2007 , pp. 291-300
    • Wang, Y.-M.1    Ma, M.2    Niu, Y.3    Chen, H.4
  • 31
    • 58149265101 scopus 로고    scopus 로고
    • Statistical language models for information retrieval: A critical review
    • Zhai, C. 2008. Statistical language models for information retrieval: a critical review. Foundations and Trends in Information Retrieval, Vol. 2(3), 137-215.
    • (2008) Foundations and Trends in Information Retrieval , vol.2 , Issue.3 , pp. 137-215
    • Zhai, C.1
  • 32
    • 0034788435 scopus 로고    scopus 로고
    • A study of smoothing methods for language models applied to ad hoc information retrieval
    • New Orleans, LA
    • Zhai, C. and Lafferty, J. 2001. A study of smoothing methods for language models applied to ad hoc information retrieval. In Proc. SIGIR'01, New Orleans, LA, 334-342.
    • (2001) Proc. SIGIR'01 , pp. 334-342
    • Zhai, C.1    Lafferty, J.2
  • 33
    • 0036989427 scopus 로고    scopus 로고
    • Two-stage language models for information retrieval
    • Tampere, Finland
    • Zhai, C., and Lafferty, J. 2002. Two-stage language models for information retrieval. In Proc. SIGIR'02, Tampere, Finland, 49-56.
    • (2002) Proc. SIGIR'02 , pp. 49-56
    • Zhai, C.1    Lafferty, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.