A novel relevance-based information interaction model for community detection in complex networks

作者：

Highlights：

• An innovative approach (RIIM) is proposed to detect community structure.

• RIIM does not require prior knowledge about the size and number of communities.

• It covers second-order neighboring nodes and suitable for any size of network.

• Experiments on real and synthetic networks show the superiority of RIIM.

摘要

•An innovative approach (RIIM) is proposed to detect community structure.•RIIM does not require prior knowledge about the size and number of communities.•It covers second-order neighboring nodes and suitable for any size of network.•Experiments on real and synthetic networks show the superiority of RIIM.

论文关键词：Community detection,Global and local information,Complex networks

论文评审过程：Received 20 June 2021, Revised 1 January 2022, Accepted 22 January 2022, Available online 15 February 2022, Version of Record 23 February 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.116607