A semantic overlapping community detection algorithm based on field sampling

作者：

Highlights：

• The LFT could resolve the issue of presetting the number of communities.

• The link-block cluster method could detect the semantic overlapping communities.

• The SLW can evaluate the weight of link with multidimensional semantic coordinate.

• The proposed semantic modularity to evaluate the detected semantic communities.

摘要

•The LFT could resolve the issue of presetting the number of communities.•The link-block cluster method could detect the semantic overlapping communities.•The SLW can evaluate the weight of link with multidimensional semantic coordinate.•The proposed semantic modularity to evaluate the detected semantic communities.

论文关键词：Semantic social network,Community detection,Overlapping communities,Semantic modularity

论文评审过程：Available online 12 August 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.07.009