Opinion dynamics: inhomogeneous Boltzmann-type equations modelling opinion leadership and political segregation
arXiv:1505.07433 · doi:10.1098/rspa.2015.0345
Abstract
We propose and investigate different kinetic models for opinion formation, when the opinion formation process depends on an additional independent variable, e.g. a leadership or a spatial variable. More specifically, we consider:(i) opinion dynamics under the effect of opinion leadership, where each individual is characterised not only by its opinion, but also by another independent variable which quantifies leadership qualities; (ii) opinion dynamics modelling political segregation in the `The Big Sort', a phenomenon that US citizens increasingly prefer to live in neighbourhoods with politically like-minded individuals. Based on microscopic opinion consensus dynamics such models lead to inhomogeneous Boltzmann-type equations for the opinion distribution. We derive macroscopic Fokker-Planck-type equations in a quasi-invariant opinion limit and present results of numerical experiments.
20 pages
References in corpus (4)
Cited by in corpus (20)
- Opinion modeling on social media and marketing aspects
- Kinetic models of collective decision-making in the presence of equality bias
- Hydrodynamic models of preference formation in multi-agent societies
- Reducing complexity of multiagent systems with symmetry breaking: an application to opinion dynamics with polls
- A kinetic equation for economic value estimation with irrationality and herding
- Breaking Consensus in Kinetic Opinion Formation Models on Graphons
- From agent-based models to the macroscopic description of fake-news spread: the role of competence in data-driven applications
- On a kinetic opinion formation model for pre-election polling
- Boltzmann and Fokker-Planck equations modelling the Elo rating system with learning effects
- An Elo-type rating model for players and teams of variable strength
- When Pull Turns to Shove: A Continuous-Time Model for Opinion Dynamics
- Continuum and thermodynamic limits for a simple random-exchange model
- Ensemble of Opinion Dynamics Models to Understand the Role of the Undecided in the Vaccination Debate
- Opinion dynamics over complex networks: kinetic modeling and numerical methods
- Opinion Dynamics with Continuous Age Structure
- Continuum dynamics of the intention field under weakly cohesive social interactions
- Averaging plus Learning Models and Their Asymptotics
- Monte Carlo stochastic Galerkin methods for non-Maxwellian kinetic models of multiagent systems with uncertainties
- PDE-constrained optimal control of a leader-follower opinion formation model
- Effects of heterogeneous opinion interactions in many-agent systems for epidemic dynamics