Overlapping Community Detection Algorithm Based on Seed Diffusion

Article Preview

Abstract:

Thinking applied to the seed dispersal weighted network using node strength to find seed node, and through seed nodes for each node fitness Looking node's home societies, and update the node in the iterative process of fitness makes societies divided stabilized. The experimental results show that the network based on the weighted overlap Societies seed dispersal algorithm can be found in weighted social networks effectively divided and divided more tends to be refined.

You might also be interested in these eBooks

Info:

Periodical:

Pages:

3300-3304

Citation:

Online since:

May 2014

Export:

Price:

Permissions CCC:

Permissions PLS:

Сopyright:

© 2014 Trans Tech Publications Ltd. All Rights Reserved

Share:

Citation:

* - Corresponding Author

[1] Tang and H. liu. Graph mining applications to social network analysis,. In C. Aggarwal and H. Wang, editors, Managing and Mining Graph Data, chapter 16, pages 487-513. Springer, 2010b.

DOI: 10.1007/978-1-4419-6045-0_16

Google Scholar

[2] Lancichinetti A, Fortunato S, Kertesz J. Detecting the Overlapping and Hierarchical Communities Structure in Complex Networks[J],. New Journal of Physics, 2009, 11: 033015.

DOI: 10.1088/1367-2630/11/3/033015

Google Scholar

[3] Kernighan B W, Lin S. An efficient heuristic procedure for portioning graphs[J],. Bell System Technical Journal, 1970, 49: 291-307.

DOI: 10.1002/j.1538-7305.1970.tb01770.x

Google Scholar

[4] Fiedler M. Algebraic connectivity of graphs[J],. Czechoslovak Mathematical Journal, 1973, 23(98): 298-305.

DOI: 10.21136/cmj.1973.101168

Google Scholar

[5] Newman M E J. Fast algorithm for detecting community structure in networks[J],. Physical Review E, 2004, 69(6): 066133.

Google Scholar

[6] Girvan M, Newman MEJ. Community Structure in Social and Biological Networks[J],. Proc Natl Acad Sci USA , 2002, 99(12): 7821 - 7826.

DOI: 10.1073/pnas.122653799

Google Scholar

[7] Shen H, Cheng X, Cai K, Hu M B. Detect overlapping and hierarchical community structure in networks,. Physica A: Statistical Mechanics and Its Applications, 2008, 388(8): 1706−1712.

DOI: 10.1016/j.physa.2008.12.021

Google Scholar

[8] Watts DJ, Strogatz SH. Collective dynamics of 'small-world' networks,. Nature. 1998. June, 393 (6684): 440–442.

DOI: 10.1038/30918

Google Scholar

[9] Duanbing Chen,Mingsheng Shang, Zehua Lv, and Yan Fu, Detecting overlapping communities of weighted networks via local algorithm, Physica A, 2010, 389(19): 4177-4187.

DOI: 10.1016/j.physa.2010.05.046

Google Scholar

[10] Zachary W W. An information flow model for conflict and fission in small groups,. Journal of Anthropological Research, 1977, 33: 452-473.

DOI: 10.1086/jar.33.4.3629752

Google Scholar