메뉴 건너뛰기




Volumn , Issue , 2012, Pages 96-104

The contextual focused topic model

Author keywords

bayesian nonparametric; clustering; dirich let process; hierarchical beta process; topic modeling

Indexed keywords

BERNOULLI PROCESS; CLUSTERING; CONTEXTUAL INFORMATION; DIRICH-LET PROCESS; HIERARCHICAL BETA PROCESS; NON-PARAMETRIC; NON-PARAMETRIC BAYESIAN; RANDOM EFFECTS; REAL DATA SETS; STATE-OF-THE-ART METHODS; STATISTICAL STRENGTH; TOPIC MODEL;

EID: 84866008256     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2339530.2339549     Document Type: Conference Paper
Times cited : (49)

References (34)
  • 2
    • 0038589165 scopus 로고    scopus 로고
    • The anatomy of a large-scale hypertextual web search engine
    • S. Brin and L. Page. The anatomy of a large-scale hypertextual web search engine. In Computer Networks, volume 30, 1998.
    • (1998) Computer Networks , vol.30
    • Brin, S.1    Page, L.2
  • 3
    • 70349247055 scopus 로고    scopus 로고
    • Modeling hidden topics on document manifold
    • D. Cai, Q. Mei, J. Han, and C. Zhai. Modeling hidden topics on document manifold. In CIKM, 2008.
    • (2008) CIKM
    • Cai, D.1    Mei, Q.2    Han, J.3    Zhai, C.4
  • 4
    • 71149120543 scopus 로고    scopus 로고
    • Probabilistic dyadic data analysis with local and global consistency
    • D. Cai, X. Wang, and X. He. Probabilistic dyadic data analysis with local and global consistency. In ICML, 2009.
    • (2009) ICML
    • Cai, D.1    Wang, X.2    He, X.3
  • 5
    • 0005137116 scopus 로고    scopus 로고
    • The missing link - A probabilistic model of document content and hypertext connectivity
    • D. A. Cohn and T. Hofmann. The missing link - a probabilistic model of document content and hypertext connectivity. In NIPS, 2000.
    • (2000) NIPS
    • Cohn, D.A.1    Hofmann, T.2
  • 6
    • 80052674988 scopus 로고    scopus 로고
    • Probabilistic topic models with biased propagation on heterogeneous information networks
    • H. Deng, J. Han, B. Zhao, Y. Yu, and C. Lin. Probabilistic topic models with biased propagation on heterogeneous information networks. In KDD, 2011.
    • (2011) KDD
    • Deng, H.1    Han, J.2    Zhao, B.3    Yu, Y.4    Lin, C.5
  • 7
    • 70349153473 scopus 로고    scopus 로고
    • Effective latent space graph-based re-ranking model with global consistency
    • H. Deng, M. R. Lyu, and I. King. Effective latent space graph-based re-ranking model with global consistency. In WSDM, 2009.
    • (2009) WSDM
    • Deng, H.1    Lyu, M.R.2    King, I.3
  • 8
    • 70350690500 scopus 로고    scopus 로고
    • A generalized co-hits algorithm and its application to bipartite graphs
    • H. Deng, M. R. Lyu, and I. King. A generalized co-hits algorithm and its application to bipartite graphs. In KDD, 2009.
    • (2009) KDD
    • Deng, H.1    Lyu, M.R.2    King, I.3
  • 9
    • 0001120413 scopus 로고
    • Bayesian analysis of some nonparametric problems
    • T. Ferguson. Bayesian analysis of some nonparametric problems. Annals of Statistics, 1973.
    • (1973) Annals of Statistics
    • Ferguson, T.1
  • 10
    • 77956507425 scopus 로고    scopus 로고
    • Dirichlet process, related priors and posterior asymptotics
    • S. Ghosal. Dirichlet process, related priors and posterior asymptotics. Bayesian Nonparametrics, pages 35-79, 2010.
    • (2010) Bayesian Nonparametrics , pp. 35-79
    • Ghosal, S.1
  • 12
    • 84864043341 scopus 로고    scopus 로고
    • Infinite latent feature models and the Indian buffet process
    • T. L. Griffiths and Z. Ghahramani. Infinite latent feature models and the Indian buffet process. In NIPS, 2005.
    • (2005) NIPS
    • Griffiths, T.L.1    Ghahramani, Z.2
  • 13
    • 85162005069 scopus 로고    scopus 로고
    • Online learning for latent Dirichlet allocation
    • M. Hoffman, D. Blei, and F. Bach. Online learning for latent Dirichlet allocation. In NIPS, 2010.
    • (2010) NIPS
    • Hoffman, M.1    Blei, D.2    Bach, F.3
  • 14
    • 85026972772 scopus 로고    scopus 로고
    • Probabilistic semantic indexing
    • June
    • T. Hofmann. Probabilistic semantic indexing. SIGIR, pages 50-57, June 1999.
    • (1999) SIGIR , pp. 50-57
    • Hofmann, T.1
  • 15
    • 4243148480 scopus 로고    scopus 로고
    • Authoritative sources in a hyperlinked environment
    • J. M. Kleinberg. Authoritative sources in a hyperlinked environment. In Journal of the ACM (JACM), 1999.
    • (1999) Journal of the ACM (JACM)
    • Kleinberg, J.M.1
  • 16
    • 0001093042 scopus 로고    scopus 로고
    • Algorithms for non-negative matrix factorization
    • D. D. Lee and H. S. Seung. Algorithms for non-negative matrix factorization. In NIPS, 2000.
    • (2000) NIPS
    • Lee, D.D.1    Seung, H.S.2
  • 18
    • 57349152312 scopus 로고    scopus 로고
    • Topic modeling with network regularization
    • Q. Mei, D. Cai, D. Zhang, and C. Zhai. Topic modeling with network regularization. In WWW, 2008.
    • (2008) WWW
    • Mei, Q.1    Cai, D.2    Zhang, D.3    Zhai, C.4
  • 19
    • 65449120412 scopus 로고    scopus 로고
    • Joint latent topic models for text and citations
    • R. Nallapati, A. Ahmed, E. P. Xing, and W. Cohen. Joint latent topic models for text and citations. In KDD, 2008.
    • (2008) KDD
    • Nallapati, R.1    Ahmed, A.2    Xing, E.P.3    Cohen, W.4
  • 21
    • 0000720609 scopus 로고
    • A constructive definition of Dirichlet priors
    • J. Sethuraman. A constructive definition of Dirichlet priors. Statistica Sinica, 1994.
    • (1994) Statistica Sinica
    • Sethuraman, J.1
  • 22
    • 12244288622 scopus 로고    scopus 로고
    • Probabilistic author-topic models for information discovery
    • M. Steyvers, P. Smyth, M. Rosen-Zvi, and T. Griffiths. Probabilistic author-topic models for information discovery. In KDD, 2004.
    • (2004) KDD
    • Steyvers, M.1    Smyth, P.2    Rosen-Zvi, M.3    Griffiths, T.4
  • 23
    • 70350625449 scopus 로고    scopus 로고
    • Ranking-based clustering of heterogeneous information networks with star network schema
    • Y. Sun, Y. Yu, and J. Han. Ranking-based clustering of heterogeneous information networks with star network schema. In KDD, 2009.
    • (2009) KDD
    • Sun, Y.1    Yu, Y.2    Han, J.3
  • 24
    • 65449166085 scopus 로고    scopus 로고
    • Arnetminer: Extraction and mining of academic social networks
    • J. Tang, J. Zhang, L. Yao, J. Li, L. Zhang, and Z. Su. Arnetminer: extraction and mining of academic social networks. In KDD, 2008.
    • (2008) KDD
    • Tang, J.1    Zhang, J.2    Yao, L.3    Li, J.4    Zhang, L.5    Su, Z.6
  • 27
    • 77956545291 scopus 로고    scopus 로고
    • Hierarchical beta processes and the Indian buffet process
    • R. J. Thibaux and M. I. Jordan. Hierarchical beta processes and the Indian buffet process. In AISTATS, 2007.
    • (2007) AISTATS
    • Thibaux, R.J.1    Jordan, M.I.2
  • 28
    • 77956537774 scopus 로고    scopus 로고
    • The IBP compound Dirichlet process and its application to focused topic modeling
    • S. Williamson, C. Wang, K. A. Heller, and D. M. Blei. The IBP compound Dirichlet process and its application to focused topic modeling. In ICML, 2010.
    • (2010) ICML
    • Williamson, S.1    Wang, C.2    Heller, K.A.3    Blei, D.M.4
  • 31
    • 26944473857 scopus 로고    scopus 로고
    • Semisupervised learning on directed graphs
    • D. Zhou, B. Scholkopf, and T. Hofmann. Semisupervised learning on directed graphs. In NIPS, 2004.
    • (2004) NIPS
    • Zhou, D.1    Scholkopf, B.2    Hofmann, T.3
  • 32
    • 84866013303 scopus 로고    scopus 로고
    • Beta-negative binomial process and Poisson factor analysis
    • M. Zhou, L. Hannah, D. Dunson, and L. Carin. Beta-negative binomial process and Poisson factor analysis. In AISTATS, 2012.
    • (2012) AISTATS
    • Zhou, M.1    Hannah, L.2    Dunson, D.3    Carin, L.4
  • 33
    • 80053449170 scopus 로고    scopus 로고
    • Dependent hierarchical beta process for image interpolation and denoising
    • M. Zhou, H. Yang, G. Sapiro, D. Dunson, and L. Carin. Dependent hierarchical beta process for image interpolation and denoising. In AISTATS, 2011.
    • (2011) AISTATS
    • Zhou, M.1    Yang, H.2    Sapiro, G.3    Dunson, D.4    Carin, L.5
  • 34
    • 1942484430 scopus 로고    scopus 로고
    • Semi-supervised learning using gaussian fields and harmonic functions
    • X. Zhu, Z. Ghahramani, and J. D. Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. In ICML, 2003.
    • (2003) ICML
    • Zhu, X.1    Ghahramani, Z.2    Lafferty, J.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.