• DocumentCode
    2412951
  • Title

    Framework for Modeling Opinion Dynamics Influenced by Targeted Messages

  • Author

    Malinchik, Sergey

  • Author_Institution
    Lockheed Martin Adv. Technol. Labs., Cherry Hill, NJ, USA
  • fYear
    2010
  • fDate
    20-22 Aug. 2010
  • Firstpage
    697
  • Lastpage
    700
  • Abstract
    We describe a flexible framework, Social Networks and Opinion Dynamics Analysis (SNODA) tool, designed to perform agent-based modeling and analysis of opinion propagation within a large artificial society. The tool allows the user to create desirable scenarios by configuring agent attributes and generating complex social networks that define information flow between agents. The SNODA framework also provides the capability to model influence operations, which are designed to shift opinions of agents in a desired direction. User can create message agents, configure their attributes, identify the social groups or individuals to be targeted by the messages, run simulation and visually monitor overall outcome at the system level.
  • Keywords
    artificial intelligence; graphical user interfaces; social networking (online); software agents; SNODA tool; agent-based modeling; artificial society; opinion propagation analysis; social network and opinion dynamics analysis tool; Adaptation model; Analytical models; Computational modeling; Lattices; Social network services; Uncertainty; User interfaces; agent-based modeling; bounded confidence; continuous opinion dynamics; social networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Social Computing (SocialCom), 2010 IEEE Second International Conference on
  • Conference_Location
    Minneapolis, MN
  • Print_ISBN
    978-1-4244-8439-3
  • Electronic_ISBN
    978-0-7695-4211-9
  • Type

    conf

  • DOI
    10.1109/SocialCom.2010.108
  • Filename
    5591508