文章基本信息

标题：Ant Colony Optimization for Detecting Communities from Bipartite Network
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作者：Xu, Yongcheng ; Chen, Ling ; Zou, Shengrong 等
期刊名称：Journal of Software
印刷版ISSN：1796-217X
出版年度：2013
卷号：8
期号：11
页码：2930-2935
DOI：10.4304/jsw.8.11.2930-2935
语种：English
出版社：Academy Publisher
摘要：In this paper, an algorithm based on ant colony optimization for community detection from bipartite networks is presented. The algorithm establishes a model graph for the ants’ searching. Each ant chooses its path according to the pheromone and heuristic information on each edge to construct a solution. Experimental results show that our algorithm can not only accurately identify the number of communities of a network, but also obtain higher quality of community detection.
关键词：ant colony optimization; community detection; bipartite network