Opinion dynamics model with weighted influence: Exit probability and dynamics

Soham Biswas, Suman Sinha, and Parongama Sen
Phys. Rev. E 88, 022152 – Published 30 August 2013

Abstract

We introduce a stochastic model of binary opinion dynamics in which the opinions are determined by the size of the neighboring domains. The exit probability here shows a step function behavior, indicating the existence of a separatrix distinguishing two different regions of basin of attraction. This behavior, in one dimension, is in contrast to other well known opinion dynamics models where no such behavior has been observed so far. The coarsening study of the model also yields novel exponent values. A lower value of persistence exponent is obtained in the present model, which involves stochastic dynamics, when compared to that in a similar type of model with deterministic dynamics. This apparently counterintuitive result is justified using further analysis. Based on these results, it is concluded that the proposed model belongs to a unique dynamical class.

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  • Received 29 April 2013

DOI:https://doi.org/10.1103/PhysRevE.88.022152

©2013 American Physical Society

Authors & Affiliations

Soham Biswas1, Suman Sinha2, and Parongama Sen2

  • 1Department of Theoretical Physics, Tata Institute of Fundamental Research, Homi Bhabha Road, Mumbai 400 005, India
  • 2Department of Physics, University of Calcutta, 92 Acharya Prafulla Chandra Road, Kolkata 700009, India

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Issue

Vol. 88, Iss. 2 — August 2013

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