Statistical approach for community mining in social networks

Proceedings of 2008 IEEE International Conference on Service Operations and Logistics, and Informatics, IEEE/SOLI 2008

Volumn 1, Issue , 2008, Pages 207-211

  Bhatia, M P S ^a   Gaur, Pankaj ^a  

^a UNIVERSITY OF DELHI   (India)

Author keywords

Agglomerative algorithm; Community mining; Statistical approach

Indexed keywords

CLUSTERING ALGORITHMS; DATA MINING; INFORMATION MANAGEMENT; MINING;

AGGLOMERATIVE ALGORITHM; BREADTH FIRSTS; COMMUNITY MINING; DATA MINING TECHNIQUES; MINING ALGORITHMS; NETWORK COMMUNITIES; NEW ALGORITHMS; SOCIAL INTELLIGENCES; SOCIAL NETWORKINGS; SOCIAL NETWORKS; STATISTICAL APPROACH;

METROPOLITAN AREA NETWORKS;

EID: 58149214203     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SOLI.2008.4686392     Document Type: Conference Paper

References (28)

1. Bo Yang, W.K. Cheung, and Jiming Liu, "Community Mining from Signed Social Networks", IEEE / KDE, VOL. 19, NO. 10,2007.
2. Bo Yang, Jiming Liu, "An Autonomy Oriented Computing (AOC) Approach to Distributed Network Community Mining", IEEE/ SASO 2007.
3. Ying Zhou, Joseph Davis, "Discovering Web Communities in the Blogspace", 40th Hawaii International Conference, 2007.
4. S. Boccaletti, V. Latora, Y. Moreno, M. Chavez, and D.U. Hwang, "Complex networks: Structure and dynamics", Physics Reports 424, 175-308 (2006).
5. Bo Yang, D.Y. Liu, "Force Based Incremental Algorithm for mining community structure in Dynamic Network", J. Compo Sci. & tech., Vol 21,No.3, May 2006,
6. Rong Qian, Wei Zhang ,Bingru Yang, "Detect community structure from the Enron Email Corpus Based on Link Mining", ISDA, 2006.
7. Ryutaro Ichise, Hideaki Takeda, "A mining method of communities keeping tacit knowledge", IEEE/ICDMW'06.
8. Mohsen Jamali and Hassan Abolhassani, "Different Aspects of Social Network Analysis", IEEE/ WI'06.
9. M. E. J. Newman, "Finding community structure in networks using the eigenvectors of matrices", European Physics Journal, 0605087v3, 2006.
10. Kirsten Hildrum, Philip S. Yu, "Focused Community Discovery", ICDM, 2005.
11. Deng Cai, Zheng Shao, "Mining Hidden Community in Heterogeneous Social Networks", LinkKDD'05, 2005 ACM.
12. Eric D. Kelsic, "Understanding complex networks with communityfnding algorithms", SURF 2005.
13. P. Pons and M. Latapy, "Computing Communities in Large Networks Using Random Walks," Proc. 20th Int'l Symp. Computer and Information Sciences (ISCIS '05), pp. 284-293, 2005.
14. G. Palla, I. Derenyi, I. Farkas, and T. Vicsek, "Uncovering the Overlapping Community Structure of Complex Networks in Nature and Society," Nature, vol. 435, no. 7043, pp. 814-818, 9 June 2005.
15. D.-H. Kim and H. Jeong, "Systematic Analysis of Group Identification in Stock Markets," Physical Rev. E, vol. 72, 046133, 2005.
16. Jordi Duch, Alex Arenas "Community detection in complex networks using Extremal Optimization", cond-mat/0501368 v1, 2005.
17. M. E. J. Newman and M. Girvan. "Finding and evaluating community structure in networks". Physical Review E, 69:026113, 2004.
18. A. Clauset, M. E. J Newman & Moore, C. "Finding community structure in very large networks", Physical Review E 70(066111), 2004.
19. Andreas Noack, "An energy model for visual graph clustering", GD 2003, pages 425.436. Springer-Verlag, 2004.
20. Gary William Flake, Robert E. Tarjan, and Kostas Tsioutsiouliklis, "Graph Clustering and Minimum Cut Trees", Internet Mathematics Vol. 1, No.4: 385-408,2004.
21. F. Radicchi, C. Castellano, "Defining and Identifying Communities in Networks," PNAS, vol. 101, no. 9, pp. 2658-2663, 2004.
22. M. E. J. Newman, "The structure and function of complex networks", SIAM Review 45, 167-256 (2003).
23. J.R. Tyler, D.M. Wilkinson, and B.A. Huberman, "Email as Spectroscopy: Automated Discovery of Community Structure within Organizations", C&T '03, pp. 81-96, 2003.
24. M. Girvan and M.E.J. Newman, "Community Structure in Social and Biological Networks," PNAS, vol. 99, no. 12, pp. 7821-7826, 2002.
25. Rong Qian, "Detect community structure from the Enron Email Corpus Based on Link Mining," Nature, vol. 410, pp. 268-276, 2001.
26. G. W. Flake, S. Lawrence, C. Lee Giles, "Efficient Identification of Web Communities", ACM SIGKDD, 2000.
27. Thomas H. Cormen, Charles E. Leiserson and Ronald L. Rivest, Introduction to algorithms, MIT Press, 1990
28. Eytan Adar," GUESS: A Language and Interface for Graph Exploration", ACM CHI, 2006.