Imperfect spreading on temporal networks
Physics and Society
2016-07-07 v2 Social and Information Networks
Data Analysis, Statistics and Probability
Abstract
We study spreading on networks where the contact dynamics between the nodes is governed by a random process and where the inter-contact time distribution may differ from the exponential. We consider a process of imperfect spreading, where transmission is successful with a determined probability at each contact. We first derive an expression for the inter-success time distribution, determining the speed of the propagation, and then focus on a problem related to epidemic spreading, by estimating the epidemic threshold in a system where nodes remain infectious during a finite, random period of time. Finally, we discuss the implications of our work to design an efficient strategy to enhance spreading on temporal networks.
Cite
@article{arxiv.1508.04006,
title = {Imperfect spreading on temporal networks},
author = {Martin Gueuning and Jean-Charles Delvenne and Renaud Lambiotte},
journal= {arXiv preprint arXiv:1508.04006},
year = {2016}
}
Comments
5 pages