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Volumn , Issue , 2011, Pages

Improving topic coherence with regularized topic models

Author keywords

[No Author keywords available]

Indexed keywords

DATA MINING; INFORMATION RETRIEVAL; SEMANTICS;

EID: 85162543244     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (172)

References (20)
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    • D. Andrzejewski, X. Zhu, and M. Craven. Incorporating domain knowledge into topic modeling via Dirichlet forest priors. In ICML, 2009.
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    • Andrzejewski, D.1    Zhu, X.2    Craven, M.3
  • 3
    • 84864066426 scopus 로고    scopus 로고
    • Correlated topic models
    • David M. Blei and John D. Lafferty. Correlated topic models. In NIPS, 2005.
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    • Blei, D.M.1    Lafferty, J.D.2
  • 4
    • 0141607824 scopus 로고    scopus 로고
    • Latent Dirichlet allocation
    • D.M. Blei, A.Y. Ng, and M.I. Jordan. Latent Dirichlet allocation. JMLR, 3:993-1022, 2003.
    • (2003) JMLR , vol.3 , pp. 993-1022
    • Blei, D.M.1    Ng, A.Y.2    Jordan, M.I.3
  • 7
    • 70049102593 scopus 로고    scopus 로고
    • Modeling documents by combining semantic concepts with unsupervised statistical learning
    • Chaitanya Chemudugunta, America Holloway, Padhraic Smyth, and Mark Steyvers. Modeling documents by combining semantic concepts with unsupervised statistical learning. In ISWC, 2008.
    • (2008) ISWC
    • Chemudugunta, C.1    Holloway, A.2    Smyth, P.3    Steyvers, M.4
  • 8
    • 70349232813 scopus 로고    scopus 로고
    • Combining concept hierarchies and statistical topic models
    • Chaitanya Chemudugunta, Padhraic Smyth, and Mark Steyvers. Combining concept hierarchies and statistical topic models. In CIKM, 2008.
    • (2008) CIKM
    • Chemudugunta, C.1    Smyth, P.2    Steyvers, M.3
  • 10
    • 77956042078 scopus 로고    scopus 로고
    • Probabilistic latent maximal marginal relevance
    • Shengbo Guo and Scott Sanner. Probabilistic latent maximal marginal relevance. In SIGIR, 2010.
    • (2010) SIGIR
    • Guo, S.1    Sanner, S.2
  • 11
    • 85026972772 scopus 로고    scopus 로고
    • Probabilistic latent semantic indexing
    • Thomas Hofmann. Probabilistic latent semantic indexing. In SIGIR, 1999.
    • (1999) SIGIR
    • Hofmann, T.1
  • 12
    • 57349152312 scopus 로고    scopus 로고
    • Topic modeling with network regularization
    • Qiaozhu Mei, Deng Cai, Duo Zhang, and ChengXiang Zhai. Topic modeling with network regularization. In WWW, 2008.
    • (2008) WWW
    • Mei, Q.1    Cai, D.2    Zhang, D.3    Zhai, C.X.4
  • 14
    • 36348944093 scopus 로고    scopus 로고
    • Organizing the OCA: Learning faceted subjects from a library of digital books
    • D.M. Mimno and A. McCallum. Organizing the OCA: learning faceted subjects from a library of digital books. In JCDL, 2007.
    • (2007) JCDL
    • Mimno, D.M.1    McCallum, A.2
  • 17
  • 18
    • 33750327222 scopus 로고    scopus 로고
    • LDA-based document models for ad-hoc retrieval
    • Xing Wei and W. Bruce Croft. LDA-based document models for ad-hoc retrieval. In SIGIR, 2006.
    • (2006) SIGIR
    • Wei, X.1    Croft, W.B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.