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
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