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60 Socially Intelligent Agentsmachine interaction across a variety of application areas, including educationand training, virtual reality assessment and treatment environments, and realtimedecision aids in crisis-prone contexts.AcknowledgmentsThe research described in this chapter was supported in part by US Air Force ContractF41624–98–C5032. We would like to acknowledge the contributions of the following individualsto this project: the technical monitor Dr. Michael McNeese of Air Force Research Laboratory,Mr. John Billingsley of Psychometrix Associates, Inc., Mr. Bob Shaw of NTI, Inc., Dr.Thomas von Wiegand and Prof. Rosalind Picard of MIT, and Dr. Greg Zacharias of CharlesRiver Analytics, Inc.References[1] J.T. Cacioppo, D.J. Klein, G.G. Bernston, and E. Hatfield. The Psychophysiology ofEmotion. In M. Lewis and J. Haviland, editors, Handbook of Emotions. Guilford Press,New York, 1993.[2] L.D. Cañamero. Issues in the Design of Emotional Agents. In Emotional and Intelligent:The Tangled Knot of Cognition. Papers from the 1998 AAAI Fall Symposium. TR FS-98–03, pages 49–54. AAAI Press, Menlo Park, CA, 1998.[3] P.T. Costa and R.R. McCrae. Four ways five factors are basic. Personality and IndividualDifferences, 13: 653–665, 1992.[4] E. Hudlicka and J. Billingsley. ABAIS: Affect and Belief Adaptive Interface System. ReportAFRL-HE-WP-TR-1999–0169. WPAFB, OH: US AFRL, 1999.[5] E. Hudlicka and J. Billingsley. Representing Behavior Moderators in Military HumanPerformance Models. In Proceedings of the 8th Conference on Computer GeneratedForces and Behavioral Representation, pages 423–433. Orlando, FL, May 1999.[6] E. Hudlicka. Cognitive Affective Personality Task Analysis. Technical Report 0104, PsychometrixAssociates, Inc., Blacksburg, VA, 2001.[7] J.E. LeDoux. Cognitive-Emotional Interactions in the Brain. Cognition and Emotion,3(4): 267–289, 1989.[8] G. Matthews and I.J. Deary. Personality Traits. Cambridge University Press, Cambridge,UK, 1998.[9] J.M.G. Williams, F.N. Watts, C. MacLeod, and A. Mathews. Cognitive Psychology andEmotional Disorders. John Wiley, New York, 1997.