Intelligent Agent System Simulation Using Fear Emotion
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Intelligent Agent System Simulation Using Fear Emotion

Authors: Latifeh PourMohammadBagher

Abstract:

In this paper I have developed a system for evaluating the degree of fear emotion that the intelligent agent-based system may feel when it encounters to a persecuting event. In this paper I want to describe behaviors of emotional agents using human behavior in terms of the way their emotional states evolve over time. I have implemented a fuzzy inference system using Java environment. As the inputs of this system, I have considered three parameters related on human fear emotion. The system outputs can be used in agent decision making process or choosing a person for team working systems by combination the intensity of fear to other emotion intensities.

Keywords: Emotion simulation, Fear, Fuzzy intelligent agent

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1333448

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References:


[1] R. Picard, "Does HAL Cry Digital Tears? Emotions and Computers", HAL-s Legacy: 2001-s Computer as Dream and Reality. D. G. Stork, London, England, MIT Press, 1997.
[2] C. B. Pert, "Molecules of Emotion", New York, Simon and Schuster, 1997.
[3] L. Cust├│dio, R. Ventura, C. Pinto-Ferrira, "Artificial Emotions and Emotion-based Control Systems", Instituto de Sistemas e Rob├│tica/Instituto Superior Técnico (ISR/IST), Av. Rovisco Pais - 1, 1049-001 Lisboa, Portugal.
[4] A. R. Damasio, "Descartes- Error: Emotion, Reason and the Human Brain", Picador, 1994.
[5] J. LeDoux, Emotional Brain, Simon & Schuster, 1996.
[6] L. D.S. Perry, "Emotionware", ACM Crossroads, http://www.acm.org/crossroads/xrds3-1/emotware.html, 2003.
[7] j. Bates, "The role of emotion in believable agents", Communications of the ACM, 37(7), 1994, pp.122-125.
[8] P. Baillie, M. Toleman, D. Lukose, "Emotional Intelligence for Intuitive Agents", in Proceedings of AISAT 2000, Hobart, Australia, 2000, University of Tasmania, Hobart, 2000, pp.134-139.
[9] C. Padgett, G.W. Cottrell, R. Adolphs, "Categorical Perception in Facial Emotion Classification", citeseer.nj.nec.com/padgett96categorical.html, 1996.
[10] K. Geneva, "Emotion Research Group", University of Geneva, http://www.unige.ch/fapse/emotion/, 1994.
[11] D.N. Davis, "Modelling Emotion in Computational Agents", www2.dcs.hull.ac.uk/NEAT/dnd/papers/ecai2m.pdf, 2000.
[12] K. Oatley, J.M. Jenkins, "Understanding Emotions", Blackwell, 1996.
[13] M. Power, T. Dalgleish, "Cognition and Emotion", LEA Press, 1997.
[14] C.A. Smith, P.C. Ellsworth, "Patterns of Cognitive Appraisal in Emotion, Journal of Personality and Social Psychology", 48(4), 1985, pp. 813-838.
[15] H. Ben-Zur, S. Breznitz., "What makes people angry: Dimensions of anger - evoking events", Journal of Research in personality, 25, 1991, PP. 1-22.
[16] C. A. Smith, K. N. Haynes, R. S. Lazarus, L. K. Pope, "In search of the "hot" cognitions Attributions, appraisals, and their relation to emotion", Journal of Personality and Social Psychology, 65, 1993, PP. 916-929.
[17] C. A. Smith, R. S. Lazarus, "Appraisal components, core relational themes, and the emotions cognition and Emotion", 7, 1993, PP.233-269.
[18] R. F. Baumeister, A. Stillwell, S. R. Wotman, "Victim and perpetrator accounts of interpersonal conflict: Autobiographical narratives about anger", Journal of Personality and Psychology, 59, 1990, PP. 994-1005.
[19] J.A. Russell, B. Fehr, "Fuzzy concepts in a fuzzy hierarchy: varieties of anger", 2003.
[20] M. Hellmann, "Fuzzy Logic Introduction", Université de Rennes, France, 2001.
[21] H. Lefteri, "Fuzzy and Neural Approaches in Engineering", Wiley & Sons, 1996.
[22] A.R. Damasio, "Descartes- Error: Emotion, Reason, and the Human Brain, Grosset / Putnam Press, New York, 1994.
[23] T. Kato; T. Arita, "A Robotic Approach to Emotion from a Selectionist Perspective", Proceedings of the 9th International Symposium on Artificial Life and Robotics, pp. 601-604, 2004 (Young Author Award).
[24] Seif El-Nasr, M. Ioerger, T. Yen, J. "PETEEI: A PET with Evolving Emotional Intelligence ", Autonomous Agents'99, 1999.
[25] W. S. Reilly, J. Bates, "Building emotional agents", Pittsburg, PA: Carnegie Mellon University, Technical Report CMU-CS-92-143, 1992.
[26] C. Conati, "Probabilistic Assessment of User-s Emotion in Educational Games. Journal of Applied Artificial Intelligence, special issue on "Merging Cognition and Affect in HCI", vol. 16 (7-8), p. 555-575, 2002.
[27] J. Healy, R.W. Picard, "SmartCar: Detecting Driver Stress. In Proceedings of ICPR-00, Barcelona, Spain, 2000.
[28] S. Chaffar, C. Frasson, "Using an Emotional Intelligent Agent to Improve the Learner-s Performance", Université de Montréal, 2003.
[29] B. Schmidt, B. Schneider, "AGENT- BASED MODELLING OF HUMAN ACTING, DECIDING AND BEHAVIOUR - THE REFERENCE MODEL PECS", Proceedings 18th European Simulation Multiconference Graham Horton (c) SCS Europe, 2004, ISBN 3- 936150-35-4 (book) / ISBN 3-936150-36-2 (CD).
[30] D. E. Jenkins, "Fear Factor: Using Pulse Rate to Measure Emotion", sciencebuddies.org visited on 2008-06-27.
[31] C.M. Frederick, "Merriam-Webster Collegiate Dictionary", 11th Ed., Springfield, MA: Merriam-Webster, Inc, 2003.
[32] M.S. Latour, H.J. Rotfeld, "There are threats and (maybe) fear-caused arousal: Theory and confusions of appeals to fear and fear arousal itself. Journal of Advertising", 26, 1997, PP. 45-59.
[33] N. K. Recker, A. County, "Emotional Intelligence ... What Is It?", Family Life Month Packet, Family and Consumer Sciences, 2001.
[34] L.A. Zadeh, "Fuzzy sets," Info. & Ctl., Vol. 8, 1965, pp. 338-353.
[35] S. Haack, "Do we need fuzzy logic?" Int. Jrnl. of Man-Mach. Stud., Vol. 11, 1979, pp.437-445.
[36] J.F. Baldwin, "Fuzzy logic and fuzzy reasoning," in Fuzzy Reasoning and Its Applications, E.H. Mamdani and B.R. Gaines (eds.), London: Academic Press, 1981.
[37] P.J. Gmytrasiewicz, C.L. Lisetti, "Emotions and Personality in Agent Design and Modeling", AAMAS2002, 2002, pp. 360-361.