Towards community discovery in signed collaborative interaction networks

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2010, Pages 288-295

  Bogdanov, Petko ^a   Larusso, Nicholas D ^a   Singh, Ambuj ^a  

^a University of California   (United States)

Author keywords

Graph clustering; Interaction network

Indexed keywords

COHERENT CLUSTERS; COLLABORATIVE COMMUNITY; COLLABORATIVE INTERACTION; COMMUNITY STRUCTURES; CONTENT EVOLUTION; DISCOVERY ALGORITHM; GLOBAL COMMUNITY; GLOBAL NETWORKS; GRAPH CLUSTERING; INTERACTION NETWORKS; KNOWLEDGE REPOSITORY; MULTI-MODAL; OPTIMALITY CRITERIA; PAIRWISE INTERACTION; WIKIPEDIA;

ACTIVE NETWORKS; DATA MINING; SOCIAL SCIENCES;

CLUSTER ANALYSIS;

EID: 79951752583     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDMW.2010.174     Document Type: Conference Paper

References (17)

1. Five pillars of wikipedia. http://en.wikipedia.org/wiki/ FivepillarsofWikipedia.
2. Modeling Relationship Strength in Online Social Networks. In WWW, pages 1-8, 2009.
3. R. Andersen, S. Diego, L. Jolla, F. Chung, K. Lang, and S. Clara. Using PageRank to Locally Partition a Graph. Science, (Focs):1-23, 2006.
4. D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent Dirichlet Allocation. Journal of Machine Learning Research, 3(4-5):993-1022, May 2003.
5. U. Brandes, P. Kenis, J. Lerner, and D. van Raaij. Network analysis of collaboration structure in Wikipedia. WWW, page 731, 2009.
6. M. Burke and R. Kraut. Mopping up: modeling wikipedia promotion decisions. In CSCW'08: Proceedings of the 2008 ACM conference on Computer supported cooperative work, pages 27-36, New York, NY, USA, 2008. ACM.
7. P. Doreian and A. Mrvar. A partitioning approach to structural balance. Social networks, 18(2):149-168, 1996. (Pubitemid 126166270)
8. R. Guha, R. Kumar, P. Raghavan, and A. Tomkins. Propagation of trust and distrust. In Proceedings of the 13th conference on World Wide Web - WWW'04, page 403, New York, New York, USA, 2004. ACM Press.
9. P. D. Hoff, A. E. Raftery, and M. S. Handcock. Latent Space Approaches to Social Network Analysis. Journal of the American Statistical Association, 97(460):1090-1098, 2002. (Pubitemid 36136568)
10. J. Kunegis, A. Lommatzsch, and C. Bauckhage. The Slashdot Zoo: Mining a Social Network with Negative Edges. In WWW, 2009.
11. J. Kunegis, S. Schmidt, A. Lommatzsch, J. Lerner, E. De-Luca, and S. Albayrak. Spectral Analysis of Signed Graphs for Clustering, Prediction and Visualization. In SDM, 2010.
12. J. Leskovec, D. Huttenlocher, and J. Kleinberg. Predicting positive and negative links in online social networks. WWW, pages 641-650, 2010.
13. M. E. J. Newman and M. Girvan. Finding and evaluating community structure in networks. Aug 2003.
14. S. Schaeffer. Graph clustering. Computer Science Review, 1(1):27-64, Aug. 2007.
15. J. Scott. Social Network Analysis. Sociology The Journal Of The British Sociological Association, 2010.
16. H. T. Welser, D. Cosley, G. Kossinets, A. Lin, F. Dokshin, G. Gay, and M. Smith. Finding social roles in Wikipedia. In American Sociological Association, pages 1-11, 2006.
17. B. Yang, W. Cheung, and J. Liu. Community Mining from Signed Social Networks. TKDE, 19(10):1333-1348, Oct. 2007. (Pubitemid 47460359)