文章基本信息

标题：Overlapping Community Detection by Local Community Gravitation in Social Networks
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作者：Pei, Tingrui ; Cao, Yuxin ; Li, Zhetao 等
期刊名称：Journal of Networks
印刷版ISSN：1796-2056
出版年度：2014
卷号：9
期号：9
页码：2360-2364
DOI：10.4304/jnw.9.9.2360-2364
语种：English
出版社：Academy Publisher
摘要：In this paper, a simple but efficient method of overlapping community detection is presented using local community gravitation in social networks. Given a high-quality, non-overlapping partition generated by existing methods, this proposed method identifies the overlapping nodes from their surrounding partitioned communities according to their local community gravitation, with low computational complexity. Our experiments on synthetic networks and real-world networks demonstrate that the proposed algorithm is better than other algorithms in terms of the general quality.
关键词：Complex Network;Overlapping Community;Community Gravitation;Community Detection