Abstract
To avoid the occurrence of spirals of negative emotion in their teams, team leaders may benefit from intelligent agent systems that analyze the emotional dynamics of the team members. As a first step in developing such agents, this paper uses an agent-based approach to formalize and simulate emotion contagion spirals within groups. The computational multi-agent model is integrated within an intelligent ambient agent to monitor and predict group emotion levels over time and propose group support actions based on that.
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References
Barsade, S.G.: The ripple effect: Emotional contagion and its influence on group behavior. Administrative Science Quarterly 47(4), 644–675 (2002)
Barsade, S.G., Gibson, D.E.: Group Emotion: a View from Top and Bottom. In: Gruenfeld, D., Mannix, E., Neale, M. (eds.) Research on managing groups and teams, pp. 81–102. JAI Press, Stamford (1998)
Bosse, T., Duell, R., Memon, Z.A., Treur, J., van der Wal, C.N.: A Multi-agent Model for Mutual Absorption of Emotions. In: Otamendi, J., Bargiela, A., Montes, J.L., Pedrera, L.M.D. (eds.) Proceedings of the 23rd European Conference on Modelling and Simulation, ECMS 2009, pp. 212–218 (2009)
Bosse, T., Hoogendoorn, M., Klein, M., Treur, J.: A Generic Agent Architecture for Human-Aware Ambient Computing. In: Mangina, E., Carbo, J., Molina, J.M. (eds.) Agent-Based Ubiquitous Computing. Series on Ambient and Pervasive Intelligence, vol. 1, pp. 35–62. World Scientific Publishers/Atlantis Press (2009); Shorter version in: Mühlhäuser, M., Ferscha, A., Aitenbichler, E. (eds.): ConstructingAmbient Intelligence: AmI 2007 Workshops Proceedings. Communications in Computer and Information Science (CCIS), vol. 11, pp. 93–103. Springer, Heidelberg (2008)
Bosse, T., Jonker, C.M., van der Meij, L., Sharpanskykh, A., Treur, J.: Specification and Verification of Dynamics in Agent Models. Intern. Journal of Cooperative Information Systems 18, 167–193 (2009)
Duell, R., Memon, Z.A., Treur, J., van der Wal, C.N.: An Ambient Agent Model for Group Emotion Support. In: Cohn, J., Nijholt, A., Pantic, M. (eds.) Proceedings of the Third International Conference on Affective Computing and Intelligent Interaction, ACII 2009, pp. 550–557. IEEE Computer Society Press, Los Alamitos (2009)
Elliott, C.: The Affective Reasoner: A Process Model of Emotions in a Multi-Agent System. PhD Dissertation, Northwestern University. Technical Report No.32 (1992)
Frederickson, B.L., Branigan, C.: Positive Emotions broaden the scope of attention and thought-action repertoires. Cognition and Emotion 19(3), 313–332 (2005)
Frederickson, B.L., Joiner, T.: Positive emotions trigger upward spirals toward emotional well-being. Psychological Science 13(2), 172–175 (2002)
Frederickson, B.L.: The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist 56, 218–226 (2001)
Goldman, A.I., Sripada, C.S.: Simulationist models of face-based emotion recognition. Cognition 94, 193–213 (2005)
Hareli, S., Rafaeli, A.: Emotion cycles: On the social influence of emotion in organizations. Research in Organizational Behavior 28, 35–59 (2008)
Hatfield, E., Cacioppo, J.T., Rapson, R.L.: Emotional contagion. Cambridge University Press, Cambridge (1994)
Hedström, P., Sandell, R., Stern, C.: Mesolevel Networks and the Diffusion of Social Movements: The Case of the Swedish Social Democratic Party. American J. of Sociology 106(1), 145–172 (2000)
Lazarus, R.S.: Emotion and adaptation. Oxford University Press, New York (1991)
LeBon, G.: The Crowd. A Study of the Popular Mind. Unwin, London (1897)
Marsella, S., Gratch, J.: EMA: A process model of appraisal dynamics. Journal of Cognitive Systems Research 10(1), 70–90 (2009)
Pan, X., Han, C., Dauber, K., Law, K.: Human and social behaviour in computational modeling and analysis of egress. Automation in Construction 15(4), 448–461 (2006)
Rogers, E.: Diffusion of Innovations. Free Press, New York (1983)
Schoenewolf, G.: Emotional Contagion: Behavioral induction in individuals and groups. Modern Psycho-analysis 15, 49–61 (1990)
Silverman, B.G.: More Realistic Human Behavior Models for Agents in Virtual Worlds: Emotion, Stress, and Value Ontologies. T.R., Univ. of Penn./ACASA (2001)
Totterdell, P., Kellet, S., Teuchmann, K., Briner, R.B.: Evidence of mood linkage in work groups. Journal of Personality and Social Psychology 74, 1504–1515 (1998)
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Bosse, T., Duell, R., Memon, Z.A., Treur, J., van der Wal, C.N. (2009). A Multi-agent Model for Emotion Contagion Spirals Integrated within a Supporting Ambient Agent Model. In: Yang, JJ., Yokoo, M., Ito, T., Jin, Z., Scerri, P. (eds) Principles of Practice in Multi-Agent Systems. PRIMA 2009. Lecture Notes in Computer Science(), vol 5925. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-11161-7_4
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DOI: https://doi.org/10.1007/978-3-642-11161-7_4
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