메뉴 건너뛰기




Volumn 5478 LNCS, Issue , 2009, Pages 29-41

A comparative study of utilizing topic models for information retrieval

Author keywords

Evaluation; Topic Model, Retrieval

Indexed keywords

CLUSTER-BASED; COARSE-GRAINED; COMPARATIVE STUDIES; EVALUATION; FEEDBACK DOCUMENTS; LATENT DIRICHLET ALLOCATION; QUERY EXPANSION; RELEVANCE MODELS; RELEVANT DOCUMENTS; RETRIEVAL PROCESS; TOPIC MODEL; TOPIC MODEL, RETRIEVAL;

EID: 67650696922     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-00958-7_6     Document Type: Conference Paper
Times cited : (121)

References (15)
  • 1
    • 85015279695 scopus 로고    scopus 로고
    • Cluster-based language models for distributed retrieval
    • Xu, J., Croft, W.B.: Cluster-based language models for distributed retrieval. In: Proceedings of ACM SIGIR, pp. 254-261 (1999)
    • (1999) Proceedings of ACM SIGIR , pp. 254-261
    • Xu, J.1    Croft, W.B.2
  • 3
    • 33749249041 scopus 로고    scopus 로고
    • Pachinko Allocation: DAG-structured mixture models of topic correlations.
    • Pittsburgh, PA
    • Li, W., McCallum, A.: Pachinko Allocation: DAG-structured mixture models of topic correlations. In: Proceedings of ICML, Pittsburgh, PA, pp. 577-584 (2006)
    • (2006) Proceedings of ICML , pp. 577-584
    • Li, W.1    McCallum, A.2
  • 4
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents using EM
    • Nigam, K., McCallum, A., Thrun, S., Mitchell, T.M.: Text classification from labeled and unlabeled documents using EM. Machine Learning 39(2/3), 103-134 (2000) (Pubitemid 30594822)
    • (2000) Machine Learning , vol.39 , Issue.2 , pp. 103-134
    • Nigam, K.1    Mccallum, A.K.2    Thrun, S.3    Mitchell, T.4
  • 5
    • 85026972772 scopus 로고    scopus 로고
    • Probabilistic latent semantic indexing
    • Berkeley,CA,USA
    • Hofmann, T.: Probabilistic latent semantic indexing. In: Proceedings of ACM SIGIR, Berkeley,CA,USA, pp. 50-57 (1999)
    • (1999) Proceedings of ACM SIGIR , pp. 50-57
    • Hofmann, T.1
  • 7
    • 33750327222 scopus 로고    scopus 로고
    • LDA-based document models for ad-hoc retrieval
    • Seattle, Washington
    • Wei, X., Croft, W.B.: LDA-based document models for ad-hoc retrieval. In: Proceedings of ACM SIGIR, Seattle, Washington, pp. 178-185 (2006)
    • (2006) Proceedings of ACM SIGIR , pp. 178-185
    • Wei, X.1    Croft, W.B.2
  • 12
  • 13
    • 84863378694 scopus 로고    scopus 로고
    • Language model information retrieval with document expansion
    • Tao, T., Wang, X., Mei, Q., Zhai, C.: Language model information retrieval with document expansion. In: Proceedings of HLT/NAACL, pp. 407-414 (2006)
    • (2006) Proceedings of HLT/NAACL , pp. 407-414
    • Tao, T.1    Wang, X.2    Mei, Q.3    Zhai, C.4
  • 15
    • 29144462256 scopus 로고    scopus 로고
    • A generative theory of relevance
    • Lavrenko, V.: A generative theory of relevance. Ph.D. Dissertation, 55-56 (2004)
    • (2004) Ph.D. Dissertation , pp. 55-56
    • Lavrenko, V.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.