English

Spreading and localization of information in scale-free networks with communication constraints

Physics and Society 2009-09-29 v1

Abstract

We study localization of information on scale free networks with communication constraints when, for some reason, information can propagate only between ``mutually trusted nodes'' (MTN). We propose an algorithm to construct the MTN network and show that there is a critical value of trusted nodes below which information localizes. This critical value increases drastically if a fraction p of nodes does not transfer information at all. We study the fraction of initial messangers needed to inform a desired fraction of the network as a function of the average number of trusted nodes and discuss possible applications of the model to marketing, to the spreading of risky information and to the spreading of a disease with very short incubation time.

Keywords

Cite

@article{arxiv.physics/0611008,
  title  = {Spreading and localization of information in scale-free networks with communication constraints},
  author = {Kosmas Kosmidis and Armin Bunde},
  journal= {arXiv preprint arXiv:physics/0611008},
  year   = {2009}
}

Comments

4 pages, 4 figures