Opinion Dynamics and Influencing on Random Geometric Graphs
arXiv:1401.0115 · doi:10.1038/srep05568
Abstract
We investigate the two-word Naming Game on two-dimensional random geometric graphs. Studying this model advances our understanding of the spatial distribution and propagation of opinions in social dynamics. A main feature of this model is the spontaneous emergence of spatial structures called opinion domains which are geographic regions with clear boundaries within which all individuals share the same opinion. We provide the mean-field equation for the underlying dynamics and discuss several properties of the equation such as the stationary solutions and two-time-scale separation. For the evolution of the opinion domains we find that the opinion domain boundary propagates at a speed proportional to its curvature. Finally we investigate the impact of committed agents on opinion domains and find the scaling of consensus time.
References in corpus (12)
- Statistical physics of social dynamics
- Sociophysics: A review of Galam models
- Sharp transition towards shared vocabularies in multi-agent systems
- Non-equilibrium dynamics of language games on complex networks
- The Naming Game in Social Networks: Community Formation and Consensus Engineering
- Agreement dynamics on small-world networks
- Role of feedback and broadcasting in the naming game
- Systems with two symmetric absorbing states: relating the microscopic dynamics with the macroscopic behavior
- Naming Games in Two-Dimensional and Small-World-Connected Random Geometric Networks
- Social Influencing and Associated Random Walk Models: Asymptotic Consensus Times on the Complete Graph
- Algebraic coarsening in voter models with intermediate states
- Analytic Treatment of Tipping Points for Social Consensus in Large Random Networks
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- Curvature-driven growth and interfacial noise in the voter model with self-induced zealots
- A Graphical Representation of Membrane Filtration
- Navigability of Random Geometric Graphs in the Universe and Other Spacetimes
- The Impact of Social Attractiveness on Casual Group Formation: Power-Law Group Sizes and Suppressed Percolation
- Resource-Mediated Consensus Formation