A model for dynamic communicators

Alexander Vassilios Mantzaris, Desmond J. Higham

Research output: Contribution to journalArticle

10 Citations (Scopus)
281 Downloads (Pure)

Abstract

We develop and test an intuitively simple dynamic network model to describe the type of time-varying connectivity structure present in many technological settings. The model assumes that nodes have an inherent hierarchy governing the emergence of new connections. This idea draws on newly established concepts in online human behaviour concerning the existence of discussion catalysts, who initiate long threads, and online leaders, who trigger feedback. We show that the model captures an important property found in e-mail and voice call data – ‘dynamic communicators’ with sufficient foresight or impact to generate effective links and having an influence that is grossly underestimated by static measures based on snaphots or aggregated data.
Original languageEnglish
Pages (from-to)659-668
Number of pages11
JournalEuropean Journal of Applied Mathematics
Volume23
Issue number6
DOIs
Publication statusPublished - 26 Jun 2012

Keywords

  • complex networks
  • stochastic models
  • social networks
  • dynamic communicators
  • model

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