Circadian pattern and burstiness in mobile phone communication

Details Circadian pattern and burstiness in mobile phone communication Circadian pattern and burstiness in mobile phone communication

2011-01-01

arxiv.org/abs/1101.0377v2

New Journal of Physics 14, 013055 (2012)

Physics

Physics and Society

17 pages, 12 figures

Scientific paper

10.1088/1367-2630/14/1/013055

The temporal communication patterns of human individuals are known to be inhomogeneous or bursty, which is reflected as the heavy tail behavior in the inter-event time distribution. As the cause of such bursty behavior two main mechanisms have been suggested: a) Inhomogeneities due to the circadian and weekly activity patterns and b) inhomogeneities rooted in human task execution behavior. Here we investigate the roles of these mechanisms by developing and then applying systematic de-seasoning methods to remove the circadian and weekly patterns from the time-series of mobile phone communication events of individuals. We find that the heavy tails in the inter-event time distributions remain robustly with respect to this procedure, which clearly indicates that the human task execution based mechanism is a possible cause for the remaining burstiness in temporal mobile phone communication patterns.

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