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
Link To Document :
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