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Burstiness and spreading on temporal networks
Authors:Email author" target="_blank">Renaud?LambiotteEmail author  Lionel?Tabourier  Jean-Charles?Delvenne
Institution:1.naXys, University of Namur,Namur,Belgium;2.ICTEAM and CORE,Université catholique de Louvain,Louvain-la-Neuve,Belgium
Abstract:We discuss how spreading processes on temporal networks are impacted by the shape of their inter-event time distributions. Through simple mathematical arguments and toy examples, we find that the key factor is the ordering in which events take place, a property that tends to be affected by the bulk of the distributions and not only by their tail, as usually considered in the literature. We show that a detailed modeling of the temporal patterns observed in complex networks can change dramatically the properties of a spreading process, such as the ergodicity of a random walk process or the persistence of an epidemic.
Keywords:
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