An algorithm for ranking the nodes of multiplex networks with data based on the PageRank concept

作者:

Highlights:

• A new centrality measure for attributed multiplex networks is proposed.

• It solves the drawback of the existence of isolated nodes in any of the layers.

摘要

•A new centrality measure for attributed multiplex networks is proposed.•It solves the drawback of the existence of isolated nodes in any of the layers.

论文关键词:PageRank,Adapted PageRank algorithm,Two-layers PageRank,APA biplex,Multiplex centrality,Multiplex networks

论文评审过程:Received 12 March 2020, Revised 7 September 2020, Accepted 13 September 2020, Available online 10 October 2020, Version of Record 10 October 2020.

论文官网地址:https://doi.org/10.1016/j.amc.2020.125676