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arxiv: 1305.0543 · v1 · pith:ATH67PF3new · submitted 2013-05-02 · ⚛️ physics.soc-ph · cs.SI· q-bio.PE

Burstiness and spreading on temporal networks

classification ⚛️ physics.soc-ph cs.SIq-bio.PE
keywords networksspreadingtemporaldistributionsprocessaffectedargumentsbulk
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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.

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