An Agent-Based Model for Integrated Contagion and Regulation of Negative Mood
Through social interaction, the mood of a person can affect the mood of others. The speed and intensity of such mood contagion can differ, depending on the persons and the type and intensity of their interactions. Especially in close relationships the negative mood of a depressed person can have a serious impact on the moods of the ones close to him or her. For short time durations, contagion may be the main factor determining the mood of a person; however, for longer time durations individuals also apply regulation mechanisms to compensate for too strong deviations of their mood. Computational contagion models usually do not take into account such regulation. This paper introduces an agent-based model that simulates the spread of negative mood amongst a group of agents in a social network, but at the same time integrates elements from Gross’ emotion regulation theory, as the individuals’ efforts to avoid a negative mood. Simulation experiments under different group settings pointed out that the model is able to produce realistic results, that explain negative mood contagion and emotion regulation behaviours posed in the literature.
Keywordsemotion contagion and regulation agent-based model
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- 1.Bosse, T., Duell, R., Memon, Z.A., Treur, J., van der Wal, C.N.: Multi-Agent Model for Emotion Contagion Spirals Integrated within a Supporting Ambient Agent Model. In: Yang, J.-J., Yokoo, M., Ito, T., Jin, Z., Scerri, P. (eds.) PRIMA 2009. LNCS, vol. 5925, pp. 48–67. Springer, Heidelberg (2009)CrossRefGoogle Scholar
- 4.Fowler, J.H., Christakis, N.A.: Dynamic Spread of Happiness in a Large Social Network: Longitudinal Analysis Over 20 Years in the Framingham Heart Study. British Medical Journal 338, 768 (2008)Google Scholar
- 10.Hoogendoorn, M., Treur, J., van der Wal, C.N., van Wissen, A.: An Agent-Based Model for the Interplay of Information and Emotion in Social Diffusion. In: Proc. of the International Conference on Intelligent Agent Technology, IAT 2010, pp. 439–444 (2010)Google Scholar
- 11.Joiner, T.E., Katz, J.: Contagion of Depressive Symptoms and Mood: Meta-analytic Review and Explanations From Cognitive, Behavioral, and Interpersonal Viewpoints. Clinical Psychology: Science and Practice 6, 149–164 (1999)Google Scholar