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Dynamical Processes on Bursty Systems

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

Abstract

In this chapter we will summarise the studies that address any type of dynamical processes on bursty human interaction networks. Bursty human interactions have indisputable consequences on dynamical processes, as their heterogeneous timings largely control the possible transmission of any kind of information between the interacting peers, or the timely connectedness of the temporal structure. To give a comprehensive review we first discuss all the possible bursty characters like the inter-event and residual time distributions, ordering of events, triggered event correlations, node and link burstiness, etc., which were shown to affect the early and late time behaviour of collective dynamical phenomena. In the second part of the chapter we go through all the main families of dynamical processes studied so far on bursty interaction networks to understand how process specific behaviour is dependent on the heterogeneous dynamics.

Keywords

Bursty Inter-event Time Temporary Network Infected Nodes Early Time Limit 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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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