Utilizing advances in correlation analysis for community structure detection

作者：

Highlights：

• Build the connection between correlation analysis and community detection.

• A framework of utilizing correlation analysis to advance community detection.

• A novel graphic analysis for selecting methods.

• Solve the resolution problem through the proposed framework.

摘要

•Build the connection between correlation analysis and community detection.•A framework of utilizing correlation analysis to advance community detection.•A novel graphic analysis for selecting methods.•Solve the resolution problem through the proposed framework.

论文关键词：Correlation analysis,Community detection,Modularity,Leverage,Likelihood ratio,Community simulation

论文评审过程：Received 27 April 2016, Revised 23 April 2017, Accepted 4 May 2017, Available online 8 May 2017, Version of Record 9 May 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.05.010