Social consensus through the influence of committed minorities
Physics and Society
2011-08-22 v2 Statistical Mechanics
Social and Information Networks
Abstract
We show how the prevailing majority opinion in a population can be rapidly reversed by a small fraction p of randomly distributed committed agents who consistently proselytize the opposing opinion and are immune to influence. Specifically, we show that when the committed fraction grows beyond a critical value p_c \approx 10%, there is a dramatic decrease in the time, T_c, taken for the entire population to adopt the committed opinion. In particular, for complete graphs we show that when p < p_c, T_c \sim \exp(\alpha(p)N), while for p > p_c, T_c \sim \ln N. We conclude with simulation results for Erd\H{o}s-R\'enyi random graphs and scale-free networks which show qualitatively similar behavior.
Keywords
Cite
@article{arxiv.1102.3931,
title = {Social consensus through the influence of committed minorities},
author = {J. Xie and S. Sreenivasan and G. Korniss and W. Zhang and C. Lim and B. K. Szymanski},
journal= {arXiv preprint arXiv:1102.3931},
year = {2011}
}
Comments
9 pages, 5 figures