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Contrarian Majority Rule Model with External Oscillating Propaganda and Individual Inertias
Maria Cecilia Gimenez1, Luis Reinaudi2, Serge Galam3
1Instituto de Física Enrique Gaviola (IFEG-Conicet), Facultad de Matemática, Astronomía, Fśica y Computación (FaMAF, Universidad Nacional de Córdoba), Córdoba X5000HUA, Argentina.
This study explores opinion dynamics with majority rule, contrarian behavior, and propaganda. Findings reveal distinct oscillatory regimes based on temperature, influencing collective opinion behavior.
Area of Science:
- Social dynamics
- Statistical physics
- Agent-based modeling
Background:
- Understanding collective opinion formation is crucial in social and political science.
- Agent-based models are powerful tools for simulating complex social behaviors.
- External influences like propaganda can significantly alter group decision-making.
Purpose of the Study:
- To investigate the Galam majority rule model incorporating contrarian behavior and oscillating propaganda.
- To analyze the influence of temperature and an external field on opinion dynamics.
- To identify and characterize different dynamical regimes within the model.
Main Methods:
- Simulations of agent interactions on a complete graph.
- Modeling of majority rule and contrarian behavior with a probability p(t).
- Incorporation of a time-dependent oscillating field mimicking propaganda.
- Analysis of mean opinion and residence time distributions.
- Application of a mean-field approach for theoretical insights.
Main Results:
- Discovery of distinct oscillatory regimes: bimodal for T
Tc. - Identification of a resonance temperature T* where system response is maximized.
- Demonstration that the external field influences agents' adherence to majority rule.
- The mean-field approach provides theoretical validation for observed phenomena.
Conclusions:
- The model exhibits complex opinion dynamics influenced by temperature, contrarianism, and propaganda.
- Phase transitions (Tc) and resonance phenomena (T*) are key characteristics of the system's behavior.
- The interplay between internal agent behavior and external influences shapes collective outcomes.
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