Structural analysis in multi-relational social networks

Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012

Volumn , Issue , 2012, Pages 451-462

  Dai, Bing Tian ^a   Chua, Freddy Chong Tat ^a   Lim, Ee Peng ^a  

^a SINGAPORE MANAGEMENT UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

MULTI-RELATIONAL NETWORKS; MULTIVARIATE PROBABILITY DISTRIBUTIONS; REAL-WORLD NETWORKS;

DATA MINING; DISTRIBUTION FUNCTIONS; PROBABILITY DISTRIBUTIONS; SOCIAL NETWORKING (ONLINE); STOCHASTIC SYSTEMS; STRUCTURAL ANALYSIS;

SPACE DIVISION MULTIPLE ACCESS;

EID: 84871027284     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (23)

1. Edoardo M. Airoldi, David M. Blei, Stephen E. Fienberg, and Eric P. Xing. Mixed membership stochastic blockmodels. Journal of Machine Learning Research, 9:1981-2014, June 2008.
2. Michele Berlingerio, Michele Coscia, and Fosca Giannotti. Finding and characterizing communities in multidimensional networks. In ASONAM, pages 490-494, 2011.
3. Michele Berlingerio, Michele Coscia, Fosca Giannotti, Anna Monreale, and Dino Pedreschi. Foundations of multidimensional network analysis. In ASONAM, pages 485-489, 2011.
4. Stephen Boyd and Lieven Vandenberghe. Convex Optimization. Cambridge University Press, 2004.
5. Sergey V. Buldyrev, Roni Parshani, Gerald Paul, H. Eugene Stanley, and Shlomo Havlin. Catastrophic cascade of failures in interdependent networks. Nature, 464(7291):1025-1028, April 2010.
6. Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, and Jiawei Han. Community mining from multi-relational networks. In PKDD, pages 445-452, 2005.
7. Patrick Doreian, Vladimir Batagelj, and Anuska Ferligoj. Generalized Blockmodeling. Cambridge University Press, 2005.
8. Joan Ferrante. Sociology: A global perspective. Thomson Wadsworth, 2008.
9. Stephen E. Fienberg, Michael M. Meyer, and Stanley S. Wasserman. Statistical analysis of multiple sociometric relations. Journal of the American Statistical Association, 80(389):51-67, March 1985.
10. Ian Gallagher. Bayesian block modelling for weighted networks. In MLG, pages 55-61, 2010.
11. Michael Hay, Gerome Miklau, David Jensen, Don Towsley, and Philipp Weis. Resisting structural reidentification in anonymized social networks. Proc. VLDB Endow., 1:102-114, August 2008.
12. Paul W. Holland, Kathryn Blackmond Laskey, and Samuel Leinhardt. Stochastic blockmodels: First steps. Social Networks, 5(2):109-137, June 1983.
13. Michael I. Jordan. An Introduction to Probabilistic Graphical Models. in preparation, 2002.
14. Kazutomo Kawamura. The structure of trivariate poisson distribution. Kotai Mathematical Seminar Reports, 28(1):1-8, 1976.
15. Sheldon M. Ross. Stochastic Processes. John Wiley & Sons, 1996.
16. Michael Szell, Renaud Lambiotte, and Stefan Thurner. Multirelational organization of large-scale social networks in an online world. Proceedings of the National Academy of Sciences, 107(31):13636-13641, August 2010.
17. Lei Tang, Huan Liu, and Jianping Zhang. Identifying evolving groups in dynamic multimode networks. IEEE Trans. Knowl. Data Eng., 24(1):72-85, 2012.
18. Lei Tang, Huan Liu, Jianping Zhang, and Zohreh Nazeri. Community evolution in dynamic multi-mode networks. In KDD, pages 677-685, 2008.
19. Ales Ziberna. Generalized blockmodeling of valued networks. Social Networks, 29(1):105-126, January 2007.
20. Yuchung J. Wang and George Y. Wong. Stochastic blockmodels for directed graphs. Journal of the American Statistical Association, 82(397):8-19, March 1987.
21. Stanley Wasserman and Katherine Faust. Social Network Analysis: Methods and Applications. Cambridge University Press, 1994.
22. Harrison C. White, Scott A. Boorman, and Ronald L. Breiger. Social structure from multiple networks. i. blockmodels of roles and positions. The American Journal of Sociology, 81(4):730-780, January 1976.
23. Rongjing Xiang, Jennifer Neville, and Monica Rogati. Modeling relationship strength in online social networks. In WWW, pages 981-990, 2010.