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