메뉴 건너뛰기




Volumn 3, Issue 4, 2012, Pages

Latent community topic analysis: Integration of community discovery with topic modeling

Author keywords

Community discovery; Topic modeling

Indexed keywords

COMMUNITY DISCOVERY; COMMUNITY STRUCTURES; HELP MODEL; REAL DATA SETS; SOCIAL MEDIA; TEXT INFORMATION; TEXT MINING; TOPIC ANALYSIS; USER NETWORKS; USER-GENERATED CONTENT;

EID: 84867415920     PISSN: 21576904     EISSN: 21576912     Source Type: Journal    
DOI: 10.1145/2337542.2337548     Document Type: Article
Times cited : (90)

References (45)
  • 2
    • 84861420312 scopus 로고    scopus 로고
    • Introduction to probabilistic topic models
    • BLEI, D. M. 2011. Introduction to probabilistic topic models. Comm. ACM.
    • (2011) Comm. ACM.
    • Blei, D.M.1
  • 5
    • 41349117788 scopus 로고    scopus 로고
    • Finding community structure in very large networks
    • CLAUSET, A., NEWMAN, M. E. J., AND MOORE, C. 2004. Finding community structure in very large networks. Phys. Revi. E 70, 066111.
    • (2004) Phys. Revi. e , vol.70 , pp. 066111
    • Clauset, A.1    Newman, M.E.J.2    Moore, C.3
  • 8
    • 1842637512 scopus 로고    scopus 로고
    • Mixed-membership models of scientific publications
    • EROSHEVA, E., FIENBERG, S., AND LAFFERTY, J. 2004. Mixed-membership models of scientific publications. Proc. Nat. Acad. Sci. 101, 5220-5227.
    • (2004) Proc. Nat. Acad. Sci. , vol.101 , pp. 5220-5227
    • Erosheva, E.1    Fienberg, S.2    Lafferty, J.3
  • 11
    • 33746689579 scopus 로고    scopus 로고
    • Link mining: A survey
    • GETOOR, L. AND DIEHL, C. P. 2005. Link mining: a survey. SIGKDD Explor. 7, 2, 3-12.
    • (2005) SIGKDD Explor. , vol.7 , Issue.2 , pp. 3-12
    • Getoor, L.1    Diehl, C.P.2
  • 12
    • 0037062448 scopus 로고    scopus 로고
    • Community structure in social and biological networks
    • GIRVAN, M. AND NEWMAN, M. E. 2002. Community structure in social and biological networks. Proc. Nat. Acad. Sci. 99, 12, 7821-7826.
    • (2002) Proc. Nat. Acad. Sci. , vol.99 , Issue.12 , pp. 7821-7826
    • Girvan, M.1    Newman, M.E.2
  • 14
    • 0002719797 scopus 로고
    • The Hungarian method for the assignment problem
    • KUHN, H. W. 1955. The Hungarian method for the assignment problem. Naval Resear. Logistic Quart. 2, 83-97.
    • (1955) Naval Resear. Logistic Quart. , vol.2 , pp. 83-97
    • Kuhn, H.W.1
  • 17
    • 84964816728 scopus 로고    scopus 로고
    • Synthesis Lectures on Human Language Technologies. Morgan & Claypool Publishers
    • LIN, J. AND DYER, C. 2010. Data-Intensive Text Processing with MapReduce. Synthesis Lectures on Human Language Technologies. Morgan & Claypool Publishers.
    • (2010) Data-Intensive Text Processing with MapReduce.
    • Lin, J.1    Dyer, C.2
  • 21
    • 38349172091 scopus 로고    scopus 로고
    • Topic and role discovery in social networks with experiments on enron and academic email
    • MCCALLUM, A., WANG, X., AND CORRADA-EMMANUEL, A. 2007. Topic and role discovery in social networks with experiments on enron and academic email. J. Artif. Intell. Resear. 30, 249-272.
    • (2007) J. Artif. Intell. Resear. , vol.30 , pp. 249-272
    • McCallum, A.1    Wang, X.2    Corrada-Emmanuel, A.3
  • 25
    • 1842788834 scopus 로고    scopus 로고
    • Coauthorship networks and patterns of scientific collaboration
    • NEWMAN, M. E. J. 2004a. Coauthorship networks and patterns of scientific collaboration. Proc. Nat. Acad. Sci. 5200-5205.
    • (2004) Proc. Nat. Acad. Sci. , pp. 5200-5205
    • Newman, M.E.J.1
  • 26
    • 42749100809 scopus 로고    scopus 로고
    • Fast algorithm for detecting community structure in networks
    • NEWMAN, M. E. J. 2004b. Fast algorithm for detecting community structure in networks. Phys. Rev. E 69, 066133.
    • (2004) Phys. Rev. e , vol.69 , pp. 066133
    • Newman, M.E.J.1
  • 27
    • 37649028224 scopus 로고    scopus 로고
    • Finding and evaluating community structure in networks
    • NEWMAN, M. E. J. AND GIRVAN, M. 2004. Finding and evaluating community structure in networks. Phys. Rev. E 69, 026113.
    • (2004) Phys. Rev. e , vol.69 , pp. 026113
    • Newman, M.E.J.1    Girvan, M.2
  • 28
    • 0442296603 scopus 로고    scopus 로고
    • Estimation and prediction for stochastic blockstructures
    • NOWICKI, K. AND SNIJDERS, T. A. B. 2001. Estimation and prediction for stochastic blockstructures. J. Amer. Statist. Assoc. 96, 455, 1077-1087.
    • (2001) J. Amer. Statist. Assoc. , vol.96 , Issue.455 , pp. 1077-1087
    • Nowicki, K.1    Snijders, T.A.B.2
  • 29
    • 20444504323 scopus 로고    scopus 로고
    • Uncovering the overlapping community structure of complex networks in nature and society
    • PALLA, G., DERENYI, I., FARKAS, I., AND VICSEK, T. 2005. Uncovering the overlapping community structure of complex networks in nature and society. Nature 435, 814.
    • (2005) Nature , vol.435 , pp. 814
    • Palla, G.1    Derenyi, I.2    Farkas, I.3    Vicsek, T.4
  • 30
    • 84865652105 scopus 로고    scopus 로고
    • Community discovery in social networks: Applications, methods and emerging trends
    • Springer
    • PARTHASARATHY, S., RUAN, Y., AND SATULURI, V. 2011. Community discovery in social networks: Applications, methods and emerging trends. In Social Network Data Analytics, Springer, 79-113.
    • (2011) Social Network Data Analytics , pp. 79-113
    • Parthasarathy, S.1    Ruan, Y.2    Satuluri, V.3
  • 33
    • 38349102446 scopus 로고    scopus 로고
    • An efficient spectral algorithm for network community discovery and its applications to biological and social networks
    • RUAN, J. AND ZHANG, W. 2007. An efficient spectral algorithm for network community discovery and its applications to biological and social networks. In Proceedings of the International Conference on Data Mining (ICDM'07). 643-648.
    • (2007) Proceedings of the International Conference on Data Mining (ICDM'07). , pp. 643-648
    • Ruan, J.1    Zhang, W.2
  • 37
    • 79951746272 scopus 로고    scopus 로고
    • Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers
    • TANG, L. AND LIU, H. 2010. Community Detection and Mining in Social Media. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers.
    • (2010) Community Detection and Mining in Social Media.
    • Tang, L.1    Liu, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.