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Three-state opinion dynamics in modular networks

André L. Oestereich, Marcelo A. Pires, and Nuno Crokidakis
Phys. Rev. E 100, 032312 – Published 24 September 2019

Abstract

In this work we study the opinion evolution in a community-based population with intergroup interactions. We address two issues. First, we consider that such intergroup interactions can be negative with some probability p. We develop a coupled mean-field approximation that still preserves the community structure and it is able to capture the richness of the results arising from our Monte Carlo simulations: continuous and discontinuous order-disorder transitions as well as nonmonotonic ordering for an intermediate community strength. In the second part, we consider only positive interactions but with the presence of inflexible agents holding a minority opinion. We also consider an indecision noise: a probability q that allows the spontaneous change of opinions to the neutral state. Our results show that the modular structure leads to a nonmonotonic global ordering as q increases. This inclination toward neutrality plays a dual role: A moderated propensity to neutrality helps the initial minority to become a majority, but this noise-driven opinion switching becomes less pronounced if the agents are too susceptible to become neutral.

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  • Received 30 January 2019
  • Revised 8 August 2019

DOI:https://doi.org/10.1103/PhysRevE.100.032312

©2019 American Physical Society

Physics Subject Headings (PhySH)

  1. Physical Systems
NetworksInterdisciplinary PhysicsStatistical Physics & Thermodynamics

Authors & Affiliations

André L. Oestereich1,*, Marcelo A. Pires2,†, and Nuno Crokidakis1,‡

  • 1Instituto de Física, Universidade Federal Fluminense, Niterói/RJ, Brazil
  • 2Centro Brasileiro de Pesquisas Físicas, Rio de Janeiro/RJ, Brazil

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Issue

Vol. 100, Iss. 3 — September 2019

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