Finding overlapping community from social networks based on community forest model

作者：

Highlights：

• We extend the community forest model to overlapping community forest model.

• We propose the definition of overlapping community and disjoint community.

• We develop a novel overlapping community detection algorithm named CFM.

• CFM has better performance than MMSB, Louvain method and CPM.

摘要

•We extend the community forest model to overlapping community forest model.•We propose the definition of overlapping community and disjoint community.•We develop a novel overlapping community detection algorithm named CFM.•CFM has better performance than MMSB, Louvain method and CPM.

论文关键词：Community detection,Social network,Expansion,Community forest model

论文评审过程：Received 28 February 2016, Revised 2 July 2016, Accepted 4 July 2016, Available online 6 July 2016, Version of Record 3 September 2016.

论文官网地址：https://doi.org/10.1016/j.knosys.2016.07.007