Similarity network fusion for scholarly journals
作者：
Highlights：
• Intellectual and social proximity among scholarly journals explored by network fusion techniques.
• Information in multilayer networks of journals are fused in a similarity network.
• Partial distance correlations measure contribution of layers to the fused network.
• The community morphology of the fused network is explored by using modularity.
• Communities of journals are mainly defined by editors as gatekeepers of science.
摘要
•Intellectual and social proximity among scholarly journals explored by network fusion techniques.•Information in multilayer networks of journals are fused in a similarity network.•Partial distance correlations measure contribution of layers to the fused network.•The community morphology of the fused network is explored by using modularity.•Communities of journals are mainly defined by editors as gatekeepers of science.
论文关键词：Similarity network fusion,Generalized distance correlation,Partial distance correlation,Multilayer social networks,Communities in networks,Co-citation network,Interlocking authorship network,Interlocking editorship network,Gatekeepers,
论文评审过程：Received 12 February 2021, Revised 12 July 2021, Accepted 12 November 2021, Available online 8 December 2021, Version of Record 8 December 2021.
论文官网地址：https://doi.org/10.1016/j.joi.2021.101226
