Burstiness and spreading on temporal networks
Physics and Society
2015-06-15 v1 Social and Information Networks
Populations and Evolution
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.
Cite
@article{arxiv.1305.0543,
title = {Burstiness and spreading on temporal networks},
author = {Renaud Lambiotte and Lionel Tabourier and Jean-Charles Delvenne},
journal= {arXiv preprint arXiv:1305.0543},
year = {2015}
}
Comments
5 pages