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Double transition in kinetic exchange opinion models with activation dynamics
Marcelo A Pires1, Nuno Crokidakis2
1Departamento de Física, Universidade Federal do Ceará, Fortaleza, Ceará, Brazil.
This study models opinion dynamics with active and inactive agents, revealing three distinct phases including an absorbing, frozen state. A critical probability determines entry into this collective inactive phase.
Area of Science:
- Sociophysics
- Statistical Mechanics
- Opinion Dynamics
Background:
- Traditional opinion dynamics models often assume static agents.
- Real-world social interactions involve individuals becoming inactive or disengaging.
- Understanding agent mobility is crucial for realistic social simulations.
Purpose of the Study:
- To investigate opinion dynamics in a model with agent activation and deactivation.
- To analyze the impact of agent mobility on social interaction patterns.
- To identify and characterize distinct phases and phase transitions in this dynamic system.
Main Methods:
- Development of a kinetic exchange model incorporating agent deactivation probability.
- Analytical and numerical simulations to study system behavior.
- Identification of non-equilibrium phase transitions.
Main Results:
- The model exhibits two distinct non-equilibrium phase transitions, leading to three phases: ordered, disordered, and absorbing.
- The absorbing phase represents a collective state of agent inactivity, a 'frozen' state.
- A critical deactivation probability was identified, determining the system's entry into the absorbing phase.
Conclusions:
- Agent activation/deactivation significantly alters opinion dynamics, introducing novel absorbing phases.
- The system demonstrates complex phase transition behaviors dependent on interaction and deactivation parameters.
- This model provides insights into collective behavior and opinion formation in dynamic social systems.
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