English

Emergence of a small world from local interactions: Modeling acquaintance networks

Statistical Mechanics 2009-11-07 v1 Disordered Systems and Neural Networks

Abstract

How does one make acquaintances? A simple observation from everyday experience is that often one of our acquaintances introduces us to one of his acquaintances. Such a simple triangle interaction may be viewed as the basis of the evolution of many social networks. Here, it is demonstrated that this assumption is sufficient to reproduce major non-trivial features of social networks: Short path length, high clustering, and scale-free or exponential link distributions.

Keywords

Cite

@article{arxiv.cond-mat/0108302,
  title  = {Emergence of a small world from local interactions: Modeling acquaintance networks},
  author = {Joern Davidsen and Holger Ebel and Stefan Bornholdt},
  journal= {arXiv preprint arXiv:cond-mat/0108302},
  year   = {2009}
}

Comments

4 pages RevTeX, 2 figures PostScript