The adaptive dynamic community detection algorithm based on the non-homogeneous random walking
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- 作者：Yu Xina ; xinyu@hrbeu.edu.cn" class="auth_mail" title="E-mail the corresponding author ; Zhi-Qiang Xiea ; xiezhiqiang@hrbust.edu.cn" class="auth_mail" title="E-mail the corresponding author ; Jing Yangb ; yangjing@hrbeu.edu.cn" class="auth_mail" title="E-mail the corresponding author
- 关键词：Random walk ; Dynamic community ; Community detection
- 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：241-252
- 全文大小：826 K
文摘
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The proposed method resolves the issue of instability caused by fixing the random walking step.
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The proposed method considers the impact of topology environment on the random walking.
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The ANRW gives an adaptive way to adjust the detected community, to reduce the time complex.
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The ANRW is adequate to the parallel computing and large data analysis.