• DocumentCode
    1965289
  • Title

    Supporting anti-terrorist analyst teams using agents with shared RPD process

  • Author

    Yen, John ; Fan, Xiaocong ; Sun, Shuang ; McNeese, Michael ; Hall, David

  • Author_Institution
    Sch. of Inf. Sci. & Technol., Pennsylvania State Univ., University Park, PA, USA
  • fYear
    2004
  • fDate
    21-22 July 2004
  • Firstpage
    53
  • Lastpage
    60
  • Abstract
    Antiterrorist analysts often need to work in teams with the requirement to analyze voluminous amounts of dynamic information in order to assess potential terrorist threats. Analysts have a high cognitive demand complicated by factors that typically the information has restrict access and requires special expertise for interpretation. The goal of this research is to enhance team performance by modeling and implementing a cognitive agent architecture capable of proactively seeking, linking and sharing information using knowledge and experience distributed among team members. The agent architecture is empowered by a collaborative RPD model - a novel team-based naturalistic decision making process derived from Klein´s recognition-primed decision framework.
  • Keywords
    data analysis; distributed processing; information analysis; information dissemination; multi-agent systems; security; terrorism; Klein recognition-primed decision framework; agent teamwork; antiterrorist analyst teams; cognitive agent architecture; cognitive demand; collaborative RPD model; dynamic information analysis; information linking; information sharing; member experience; member knowledge; potential terrorist threat assessment; proactively information seeking; shared RPD process; team-based naturalistic decision making process; Cognition; Cognitive science; Collaborative work; Computer architecture; Decision making; Fuses; Humans; Image analysis; Teamwork; Terrorism;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence for Homeland Security and Personal Safety, 2004. CIHSPS 2004. Proceedings of the 2004 IEEE International Conference on
  • Print_ISBN
    0-7803-8381-8
  • Type

    conf

  • DOI
    10.1109/CIHSPS.2004.1360207
  • Filename
    1360207