• DocumentCode
    2918040
  • Title

    A mathematical value system model for agent in online social network

  • Author

    Huang, Donghong ; Chi, Chi-Hung

  • Author_Institution
    Sch. of Software, Tsinghua Univ., Beijing, China
  • fYear
    2011
  • fDate
    5-8 Dec. 2011
  • Firstpage
    364
  • Lastpage
    369
  • Abstract
    Agent-based modeling is a powerful method for studying user´s behaviors in online social networks. Agent uses its value system to estimate the value of its behavior. A good value system model for agent can make the agent more intelligence and hence facilitate the development of intelligence system. However, the issue of modeling agent´s value system is not properly studied yet. In this paper, we propose a mathematical value system model for estimating the value of agent´s behavior in online social network. We use three evaluation dimensions as the universal equivalents for behaviors, and propose a weight function mechanism to estimate each dimension´s weight. We show the potential usage of our model by applying it to the case of online word-of-mouth advertising.
  • Keywords
    advertising; multi-agent systems; social networking (online); agent-based modeling; intelligence system; mathematical value system model; online social network; online word-of-mouth advertising; weight function mechanism; Artificial intelligence; Games; Humans; Mathematical model; Social network services; Unified modeling language; Vectors; agent behavior; agent-based modeling; social network; value system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems (HIS), 2011 11th International Conference on
  • Conference_Location
    Melacca
  • Print_ISBN
    978-1-4577-2151-9
  • Type

    conf

  • DOI
    10.1109/HIS.2011.6122133
  • Filename
    6122133