메뉴 건너뛰기




Volumn 31, Issue 3, 2012, Pages 475-503

Sequential latent Dirichlet allocation

Author keywords

Collapsed Gibbs sampler; Document structure; Latent Dirichlet allocation; Poisson Dirichlet process; Topic model

Indexed keywords


EID: 84860918264     PISSN: 02191377     EISSN: 02193116     Source Type: Journal    
DOI: 10.1007/s10115-011-0425-1     Document Type: Article
Times cited : (45)

References (40)
  • 4
    • 76849117578 scopus 로고    scopus 로고
    • The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies
    • Blei DM, Griffiths TL, Jordan MI (2010) The nested Chinese restaurant process and Bayesian nonparametric inference of topic hierarchies. J ACM 57(2): 1-30.
    • (2010) J ACM , vol.57 , Issue.2 , pp. 1-30
    • Blei, D.M.1    Griffiths, T.L.2    Jordan, M.I.3
  • 11
    • 77955656991 scopus 로고    scopus 로고
    • A segmented topic model based on the two-parameter Poisson-Dirichlet process
    • Du L, Buntine W, Jin H (2010) A segmented topic model based on the two-parameter Poisson-Dirichlet process. Mach Learn 81: 5-19.
    • (2010) Mach Learn , vol.81 , pp. 5-19
    • Du, L.1    Buntine, W.2    Jin, H.3
  • 13
    • 0000324169 scopus 로고
    • Adaptive rejection sampling for Gibbs sampling
    • Gilks WR, Wild P (1992) Adaptive rejection sampling for Gibbs sampling. J R Stat Soc Ser C 41(2): 337-348.
    • (1992) J R Stat Soc Ser C , vol.41 , Issue.2 , pp. 337-348
    • Gilks, W.R.1    Wild, P.2
  • 18
    • 1842816362 scopus 로고    scopus 로고
    • Gibbs sampling methods for stick breaking priors
    • Ishwaran H, James LF (2001) Gibbs sampling methods for stick breaking priors. J Am Stat Assoc 96: 161-173.
    • (2001) J Am Stat Assoc , vol.96 , pp. 161-173
    • Ishwaran, H.1    James, L.F.2
  • 19
    • 57149092639 scopus 로고    scopus 로고
    • Finding cohesive clusters for analyzing knowledge communities
    • Kandylas V, Upham S, Ungar L (2008) Finding cohesive clusters for analyzing knowledge communities. Knowl Inform Syst 17: 335-354.
    • (2008) Knowl Inform Syst , vol.17 , pp. 335-354
    • Kandylas, V.1    Upham, S.2    Ungar, L.3
  • 20
    • 54049130028 scopus 로고    scopus 로고
    • Clustering based on matrix approximation: a unifying view
    • Li T (2008) Clustering based on matrix approximation: a unifying view. Knowl Inform Syst 17: 1-15.
    • (2008) Knowl Inform Syst , vol.17 , pp. 1-15
    • Li, T.1
  • 25
    • 79951511726 scopus 로고    scopus 로고
    • Temporal relation co-clustering on directional social network and author-topic evolution
    • Peng W, Li T (2011) Temporal relation co-clustering on directional social network and author-topic evolution. Knowl Inform Syst 26: 467-486.
    • (2011) Knowl Inform Syst , vol.26 , pp. 467-486
    • Peng, W.1    Li, T.2
  • 26
    • 0031534984 scopus 로고    scopus 로고
    • The two-parameter Poisson-Diriclet distribution derived from a stable subordinator
    • Pitman J, Yor M (1997) The two-parameter Poisson-Diriclet distribution derived from a stable subordinator. Ann Prob 25(2): 855-900.
    • (1997) Ann Prob , vol.25 , Issue.2 , pp. 855-900
    • Pitman, J.1    Yor, M.2
  • 32
    • 33750728174 scopus 로고    scopus 로고
    • Technical Report TRA2/06, School of Computing. National University of Singapore
    • Teh Y (2006a) A Bayesian interpretation of interpolated Kneser-Ney, Technical Report TRA2/06, School of Computing. National University of Singapore.
    • (2006) A Bayesian interpretation of interpolated Kneser-Ney
    • Teh, Y.1
  • 35
    • 80053924421 scopus 로고    scopus 로고
    • Convex non-negative matrix factorization for massive datasets
    • doi: 10. 1007/s10115-010-0352-6
    • Thurau C, Kersting K, Wahabzada M, Bauckhage C (2010) Convex non-negative matrix factorization for massive datasets. Knowl Inform Syst. doi: 10. 1007/s10115-010-0352-6.
    • (2010) Knowl Inform Syst.
    • Thurau, C.1    Kersting, K.2    Wahabzada, M.3    Bauckhage, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.