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Explosive opinion polarization and depolarization with asymmetric perception.
Haoyang Qian1, Malbor Asllani1
1Florida State University, Department of Mathematics, 1017 Academic Way, Tallahassee, Florida 32306, USA.
Asymmetric opinion perception in social networks can cause explosive polarization and abrupt depolarization. Understanding these nonlinear dynamics is crucial for developing strategies to mitigate societal divisions.
Area of Science:
- Sociophysics
- Computational Social Science
- Network Science
Background:
- Societal divisions manifest across economic, political, religious, and ideological spectra.
- Understanding polarization mechanisms is vital for developing depolarization strategies.
Purpose of the Study:
- To investigate how asymmetric opinion perception influences polarization and depolarization in structured communities.
- To analyze the role of nonlinear incidence terms and social network modularity in opinion dynamics.
Main Methods:
- Modeling asymmetric opinion perception using nonlinear incidence terms.
- Leveraging modular social network structure and adjacency matrix eigenvectors.
- Developing a mean-field approximation for analyzing phase transitions and bifurcations.
Main Results:
- Asymmetric perception leads to explosive polarization and hysteresis-driven abrupt depolarization.
- Nonlinear incidence terms result in first-order phase transitions and specific bifurcation behaviors.
- Opinion polarization patterns are linked to social network communities and transition dynamics.
Conclusions:
- Asymmetric opinion perception is a key driver of polarization and depolarization dynamics.
- The study provides a theoretical framework for understanding opinion shifts in structured populations.
- Findings offer insights into mitigating societal divisions through network-informed strategies.
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