Inter-Clique Influence Networks

Abstract

Cliques have interesting properties that make them an ideal subject for social network analysis. Their members are close-knit and share common interests, which makes cliques a potent force for spreading influence. Since social networks often contain multiple cliques, it is important to understand how they can influence one another. In this study, we propose a model that describes the opinion dynamics of interconnected cliques. The model has two versions, one with randomized dynamics and the other with deterministic dynamics. We perform some analysis on their convergence properties and demonstrate their behaviors via simulations.