Exploring community structure in networks by consensus dynamics
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- 作者：He Hea ; Bo Yanga ; boboboy@gmail.com" class="auth_mail" title="E-mail the corresponding author ; Xiaoming Hub
- 关键词：Complex network ; Consensus ; Community structure ; Dynamic matrix
- 刊名：Physica A: Statistical Mechanics and its Applications
- 出版年：2016
- 出版时间：15 May 2016
- 年：2016
- 卷：450
- 期：Complete
- 页码：342-353
- 全文大小：667 K
文摘
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We establish connections between community structure and consensus dynamics.
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We measure the node similarity and then trace the clustering by consensus process.
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We extract the information of communities via the evolution of dynamic matrices.
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The proposed algorithms uncover the hierarchical modular organization of networks.