Opinion Dynamics with Multi-Body Interactions

arXiv (Cornell University)

Abstract

We introduce and analyse a three-body consensus model (3CM) for non-linear consensus dynamics on hypergraphs. Our model incorporates reinforcing group effects, which can cause shifts in the average state of the system even in if the underlying graph is complete (corresponding to a mean-field interaction), a phenomena that may be interpreted as a type of peer pressure. We further demonstrate that for systems with two clustered groups, already a small asymmetry in our dynamics can lead to the opinion of one group becoming clearly dominant. We show that the nonlinearity in the model is the essential ingredient to make such group dynamics appear, and demonstrate how our system can otherwise be written as a linear, pairwise interaction system on a rescaled network.

Authors 3

1. Michael T. Schaub Aachen

   RWTH Aachen University · University of Oxford

   Affiliation as printed

   Department of Engineering Science, University of Oxford, Oxford, UK

   RWTH Aachen University, Aachen, Germany

2. Andrew Mellor

   University of Oxford

   Affiliation as printed

   Mathematical Institute, University of Oxford, Oxford, UK

3. Renaud Lambiotte

   University of Oxford

   Affiliation as printed

   Mathematical Institute, University of Oxford, Oxford, UK