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Models and Mechanisms of Bursty Behaviour

  • Márton KarsaiEmail author
  • Hang-Hyun Jo
  • Kimmo Kaski
Chapter
  • 472 Downloads
Part of the SpringerBriefs in Complexity book series (BRIEFSCOMPLEXITY)

Abstract

In this Chapter we will summarise the main modelling paradigms that have been used to get understanding of the emergence of bursty human behaviour. We address three main modelling paradigms concerning priority queuing models, reinforcement and memory driven processes, and Poisson models of bursty phenomena. In addition we also summarise less recognised modelling directions together with random reference models, which have been used lately to highlight the effects of burstiness and temporal correlations in empirical event sequences. We discuss several generative models at the individual level, where the activity dynamics of a single person were in focus, but we also summarise models of bursty dyadic interactions, and network models with emergent bursty behaviour.

Copyright information

© The Author(s) 2018

Authors and Affiliations

  1. 1.Laboratoire de l’Informatique du ParallélismeÉcole Normale Supérieure de Lyon, University Lyon, Inria, CNRS, UCB Lyon 1, UMR 5668, IXXILyonFrance
  2. 2.Junior Research GroupAsia Pacific Center for Theoretical PhysicsPohangKorea (Republic of)
  3. 3.Department of Computer ScienceAalto UniversityEspooFinland

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