Volume 5 Number 10 (Oct. 2010)
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JSW 2010 Vol.5(10): 1121-1127 ISSN: 1796-217X
doi: 10.4304/jsw.5.10.1121-1127

A New Community Division based on Coring Graph Clustering

Peng Ling, Xu Ting-rong, Lan Meng
College of computer science, Soochow university, Suzhou, 215006,China

Abstract—A new community finding algorithm, based on the greedy algorithm with graph clustering by computing the density variation sequence and identifying core nodes, number of communities, partition the certain nodes to some belonged community with the similarity of characteristics of communication behavior by continuous readjusting the centrality of the communities. The use of community density and effective diameter to measure the quality of the community partition on the real datasets of email corpus shows the feasibility and effectiveness of the proposed algorithm.

Index Terms—graph clustering; mail community partition; dynamic centering.


Cite: Peng Ling, Xu Ting-rong, Lan Meng, "A New Community Division based on Coring Graph Clustering," Journal of Software vol. 5, no. 10, pp. 1121-1127, 2010.

General Information

ISSN: 1796-217X (Online)
Frequency:  Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
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