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Communication Dans Un Congrès Année : 2016

Continuous opinions and discrete actions in social networks: a multi-agent system approach

Résumé

This paper proposes and analyzes a novel multi-agent opinion dynamics model in which agents have access to actions which are quantized version of the opinions of their neighbors. The model produces different behaviors observed in social networks such as disensus, clustering, oscillations, opinion propagation, even when the communication network is connected. The main results of the paper provides the characterization of preservation and diffusion of actions under general communication topologies. A complete analysis allowing the opinion forecasting is given in the particular cases of complete and ring communication graphs. Numerical examples illustrate the main features of this model.

Domaines

Automatique
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Dates et versions

hal-01379064 , version 1 (11-10-2016)

Identifiants

  • HAL Id : hal-01379064 , version 1

Citer

Nilanjan Roy Chowdhury, Irinel-Constantin Morarescu, Samuel Martin, Sukumar Srikant. Continuous opinions and discrete actions in social networks: a multi-agent system approach. 55th IEEE Conference on Decision and Control, CDC 2016, Dec 2016, Las Vegas, NV, United States. ⟨hal-01379064⟩
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