Signed Network Formation Games and Clustering Balance
Abstract
We propose a signed network formation game, in which pairs of individuals strategically change the signs of the edges in a complete network. These individuals are members of a social network who strategically reduce cognitive dissonances by changing their interpersonal appraisals. We characterize the best-response dynamics for this game and prove that its implementation \pc{can} dynamically drive the network to a sociologically meaningful sign configuration called clustering balance. In this configuration, agents in the social network form one or more clusters that have positive relationships among their members but negative relationships among members of other clusters. In the past, various researchers in the fields of psycho-sociology, political science, and physics have looked at models that explain the generation of up to two clusters. Our work contributes to these fields by proposing a simple model that generates a broader class of signed networks.
Cite
@article{arxiv.1904.02902,
title = {Signed Network Formation Games and Clustering Balance},
author = {Pedro Cisneros-Velarde and Francesco Bullo},
journal= {arXiv preprint arXiv:1904.02902},
year = {2019}
}
Comments
15 pages, 3 figures