Node Importance based Label Propagation Algorithm for overlapping community detection in networks

作者:

Highlights:

• We propose a label propagation method called NI-LPA.

• This method detects Overlapping communities on networks.

• NI-LPA is able to uncover logical partitions on real networks.

• Experiments are performed on complex networks

• NI-LPA obtains accurate results compared to several methods.

摘要

•We propose a label propagation method called NI-LPA.•This method detects Overlapping communities on networks.•NI-LPA is able to uncover logical partitions on real networks.•Experiments are performed on complex networks•NI-LPA obtains accurate results compared to several methods.

论文关键词:Complex networks,Communities,Overlapping,Label propagation,Node importance

论文评审过程:Received 25 January 2019, Revised 10 October 2019, Accepted 11 October 2019, Available online 11 October 2019, Version of Record 10 October 2020.

论文官网地址:https://doi.org/10.1016/j.eswa.2019.113020