Community-guided link prediction in multiplex networks

作者：

Highlights：

• We present a community-based link prediction in multiplex networks called CLPES.

• CLPES employs the MOEA/D-TS method for community detection in multiplex networks.

• We expand definitions of link types in multiplex networks.

• We propose an external similarity measure between layers of multiplex networks.

• Experiments on real networks show the superiority of the proposed CLPES.

摘要

•We present a community-based link prediction in multiplex networks called CLPES.•CLPES employs the MOEA/D-TS method for community detection in multiplex networks.•We expand definitions of link types in multiplex networks.•We propose an external similarity measure between layers of multiplex networks.•Experiments on real networks show the superiority of the proposed CLPES.

论文关键词：Link prediction,Multiplex networks,Community detection,Social network analysis

论文评审过程：Received 18 April 2020, Revised 21 April 2021, Accepted 18 May 2021, Available online 6 June 2021, Version of Record 6 June 2021.

论文官网地址：https://doi.org/10.1016/j.joi.2021.101178