Identifying influential nodes in heterogeneous networks
作者:
Highlights:
• An entropy-based method was proposed to measure the influence of nodes.
• The proposed method was extended to heterogeneous network meta-paths .
• The influence of each meta-path was considered separately.
• The proposed method was based on neighbors, meta-path instances and a combination.
• A criterion was introduced to evaluate our proposed approach with baseline methods.
摘要
•An entropy-based method was proposed to measure the influence of nodes.•The proposed method was extended to heterogeneous network meta-paths .•The influence of each meta-path was considered separately.•The proposed method was based on neighbors, meta-path instances and a combination.•A criterion was introduced to evaluate our proposed approach with baseline methods.
论文关键词:Social media,Influence,Influential nodes,Scholar,Heterogeneous networks
论文评审过程:Received 21 August 2019, Revised 14 May 2020, Accepted 17 May 2020, Available online 20 June 2020, Version of Record 6 July 2020.
论文官网地址:https://doi.org/10.1016/j.eswa.2020.113580