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Volumn 39, Issue 7, 2012, Pages 6541-6546

Topics modeling based on selective Zipf distribution

Author keywords

Dirichlet prior; Selective Zipf distribution; Topic mining; Topic model; Well form topics

Indexed keywords

DATA SETS; DIRICHLET PRIOR; FINANCIAL CRISIS; MINING ALGORITHMS; MINING METHODS; MODELING METHOD; MULTINOMIALS; REUTERS-21578; TEXT CORPORA; TOPIC ANALYSIS; TOPIC MODEL; TRAINING DATASET; WEB CONTENT; WELL-FORM TOPICS; ZIPF DISTRIBUTION;

EID: 84862794793     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.12.051     Document Type: Article
Times cited : (25)

References (20)
  • 10
    • 0033886806 scopus 로고    scopus 로고
    • Text classification from labeled and unlabeled documents using EM
    • K. Nigam, A. McCallum, S. Thrun, and T. Mitchell Text classification from labeled and unlabeled documents using EM Machine Learning, 2/3 2000 103 134 (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
  • 15
    • 71349087002 scopus 로고    scopus 로고
    • Multi-grain hierarchical topic extraction algorithm for text mining
    • J.P. Zeng, C.R. Wu, and W. Wang Multi-grain hierarchical topic extraction algorithm for text mining Expert Systems With Applications 37 4 2010 3202 3208
    • (2010) Expert Systems with Applications , vol.37 , Issue.4 , pp. 3202-3208
    • Zeng, J.P.1    Wu, C.R.2    Wang, W.3
  • 16
    • 34848907463 scopus 로고    scopus 로고
    • Variable space hidden markov model for topic detection and analysis
    • J.P. Zeng, and S.Y. Zhang Variable space hidden markov model for topic detection and analysis Knowledge-based Systems 20 7 2007 607 613
    • (2007) Knowledge-based Systems , vol.20 , Issue.7 , pp. 607-613
    • Zeng, J.P.1    Zhang, S.Y.2
  • 17
    • 53849092080 scopus 로고    scopus 로고
    • Incorporating topic transition in topic detection and tracking algorithms
    • J.P. Zeng, and S.Y. Zhang Incorporating topic transition in topic detection and tracking algorithms Expert Systems With Applications. 36 1 2009 227 232
    • (2009) Expert Systems with Applications. , vol.36 , Issue.1 , pp. 227-232
    • Zeng, J.P.1    Zhang, S.Y.2
  • 20
    • 24944501423 scopus 로고    scopus 로고
    • Generative model-based document clustering: A comparative study
    • DOI 10.1007/s10115-004-0194-1
    • S. Zhong, and J. Ghosh Generative model-based document clustering: a comparative study Knowledge and Information Systems archive. 8 3 2005 374 384 (Pubitemid 41300537)
    • (2005) Knowledge and Information Systems , vol.8 , Issue.3 , pp. 374-384
    • Zhong, S.1    Ghosh, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.