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Phys. Rev. E 84, 011130 (2011) [8 pages]

Social consensus through the influence of committed minorities

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J. Xie1, S. Sreenivasan1,2,*, G. Korniss2, W. Zhang3, C. Lim3, and B. K. Szymanski1
1Department of Computer Science, Rensselaer Polytechnic Institute, 110 8th Street, Troy, New York 12180, USA
2Department of Physics, Rensselaer Polytechnic Institute, 110 8th Street, Troy, New York 12180, USA
3Department of Mathematics, Rensselaer Polytechnic Institute, 110 8th Street, Troy, New York 12180, USA

Received 17 February 2011; revised 25 April 2011; published 22 July 2011

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 pc≈10%, there is a dramatic decrease in the time Tc taken for the entire population to adopt the committed opinion. In particular, for complete graphs we show that when p<pc, Tc~exp[α(p)N], whereas for p>pc, Tc~lnN. We conclude with simulation results for Erdős-Rényi random graphs and scale-free networks which show qualitatively similar behavior.

©2011 American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevE.84.011130
DOI:
10.1103/PhysRevE.84.011130
PACS:
02.50.Le, 87.23.Ge, 89.75.Hc

*Corresponding author: sreens@rpi.edu