An adaptive random walk sampling method on dynamic community detection

作者：

Highlights：

• The RWS detect communities regardless the global topological structure.

• The improved ARWS could detect the dynamic communities adaptively.

• The ARWS specific to nodes is suitable to the distributed computation.

• The improved ARWS have a desirable performance in experiments.

摘要

•The RWS detect communities regardless the global topological structure.•The improved ARWS could detect the dynamic communities adaptively.•The ARWS specific to nodes is suitable to the distributed computation.•The improved ARWS have a desirable performance in experiments.

论文关键词：Random walk,Dynamic community,Community detection

论文评审过程：Received 17 March 2015, Revised 21 March 2016, Accepted 22 March 2016, Available online 1 April 2016, Version of Record 13 April 2016.

论文官网地址：https://doi.org/10.1016/j.eswa.2016.03.033