Semi-global triangular centrality measure for identifying the influential spreaders from undirected complex networks

作者：

Highlights：

• Proposes a semi-global triangular centrality based on triangle pattern of a network.

• The proposed method identifies the best spreaders from dense part of a network.

• The proposed method yields a significant spreading performance.

• The method is applicable in different scales and varieties of networks.

摘要

•Proposes a semi-global triangular centrality based on triangle pattern of a network.•The proposed method identifies the best spreaders from dense part of a network.•The proposed method yields a significant spreading performance.•The method is applicable in different scales and varieties of networks.

论文关键词：Complex network,Influential spreaders,Spreading ability,Semi-global triangular centrality,SIR epidemic model

论文评审过程：Received 26 March 2021, Revised 17 May 2022, Accepted 5 June 2022, Available online 14 June 2022, Version of Record 23 June 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117791