Communicability in temporal networks

Ernesto Estrada

Research output: Contribution to journalArticle

27 Citations (Scopus)
85 Downloads (Pure)

Abstract

A first-principles approach to quantify the communicability between pairs of nodes in temporal networks is proposed. It corresponds to the imaginary-time propagator of a quantum random walk in the temporal network, which accounts for unique structural and temporal characteristics of both streaming and nonstreaming temporal networks. The influence of the system's temperature on the perdurability of information and how the communicability identifies patterns of communication hidden in the temporal and topological structure of the networks are also studied for synthetic and real-world systems.
Original languageEnglish
Article number042811
Number of pages7
JournalPhysical Review E
Volume88
Early online date17 Oct 2013
DOIs
Publication statusPublished - 2013

Keywords

  • communicability
  • temporal networks
  • pairs of nodes
  • ynthetic and real-world systems

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