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Overlapping local community detection in directed weighted networks

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Community detection is an important way to analyze and understand the real networks. In this paper, we not only define Local community modularity and Tightness between local communities for directed weighted networks, but also realize a distributed algorithm that detects overlapping local community in networks. The algorithm is divided into two parts, initial local community detection and similar communities merging. The core of the algorithm is to agglomerate node which causes the greatest local modularity increments for local community, and by iteratively to merge similar communities that have the maximum tightness. Experimental results in real networks prove that the algorithm is reliable.

源语言英语
主期刊名Proceedings - 17th IEEE International Conference on Computational Science and Engineering, CSE 2014, Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014
编辑Xingang Liu, Didier El Baz, Ching-Hsien Hsu, Kai Kang, Weifeng Chen
出版商Institute of Electrical and Electronics Engineers Inc.
1196-1200
页数5
ISBN(电子版)9781479979813
DOI
出版状态已出版 - 26 1月 2015
活动17th IEEE International Conference on Computational Science and Engineering, CSE 2014 - Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014 - Chengdu, 中国
期限: 19 12月 201421 12月 2014

出版系列

姓名Proceedings - 17th IEEE International Conference on Computational Science and Engineering, CSE 2014, Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014

会议

会议17th IEEE International Conference on Computational Science and Engineering, CSE 2014 - Jointly with 13th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2014, 13th International Symposium on Pervasive Systems, Algorithms, and Networks, I-SPAN 2014 and 8th International Conference on Frontier of Computer Science and Technology, FCST 2014
国家/地区中国
Chengdu
时期19/12/1421/12/14

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