A biplex approach to PageRank centrality: From classic to multiplex networks

作者:Pedroche Francisco*; Romance Miguel; Criado Regino
来源:Chaos, 2016, 26(6): 065301.
DOI:10.1063/1.4952955

摘要

In this paper, we present a new view of the PageRank algorithm inspired by multiplex networks. This new approach allows to introduce a new centrality measure for classic complex networks and a new proposal to extend the usual PageRank algorithm to multiplex networks. We give some analytical relations between these new approaches and the classic PageRank centrality measure, and we illustrate the new parameters presented by computing them on real underground networks. Published by AIP Publishing.

  • 出版日期2016-6