• DocumentCode
    1596214
  • Title

    A social simulation on the influence of the interaction style and communication network

  • Author

    Notsu, Akira ; Honda, Katsuhiro ; Yamamoto, Yu. ; Ichihashi, Hidetomo

  • Author_Institution
    Osaka Prefecture Univ., Sakai, Japan
  • fYear
    2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, we simulate virtual societies under several communication network conditions between agents using multi-agent systems whose agents are based on cognitive balance, to get the clue to understand the modern society which consists of complex human relationships. The research about social structures and a conceptualization of group problem solving have a long and rich history. Heider, a founder of the theory of perceptual balance, defined the relationship between three notions (P, O, X) as “positive (+1),” “negative (-1)” and judged the “balance” or “imbalance” of the group by using the product of these three signs in this cycle. Cartwright and Harary expanded Heider´s balance theory (structural balance) to the groups consist of more than three actors in order to explain more realistic social problems. We use these theories to social simulations. Furthermore, we adopt the idea of communication network and reinforce learning to the agents. The model simulates social actors making positive and negative selection of each other in efforts to reach balanced cognitive states. We observe the influence on dissimilarity or the formation of groups on our social simulations as a result of several communication networks and the ways of choosing communication partners, especially for sharing common perceptions, which influences their society.
  • Keywords
    learning (artificial intelligence); multi-agent systems; problem solving; social sciences; telecommunication networks; virtual reality; Cartwright; Harary; Heider balance theory; cognitive balance; communication network; complex human relationship; interaction style; modern society; multiagent system; perception sharing; perceptual balance; problem solving; reinforce learning; social actor; social simulation; social structure; structural balance; virtual society; Cognition; Communication networks; Cognitive Theory; Machine Learning; Small World; Social Simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    World Automation Congress (WAC), 2010
  • Conference_Location
    Kobe
  • ISSN
    2154-4824
  • Print_ISBN
    978-1-4244-9673-0
  • Electronic_ISBN
    2154-4824
  • Type

    conf

  • Filename
    5665677