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A Generic Emotional Contagion Computational Model


Abstract This work describes a computational model designed for emotional contagion simulation in societies of agents, integrating the influence of interpersonal relationships and personality. It models the fundamental differences in individual susceptibilities to contagion based on the psychology study of Emotional Contagion Scale. The contagion process can also be biased by inter-individual relationships depending on the intimacy and power difference aspects of relationships between agents. Individuals’ expressiveness in a group is influenced by both the extroversion personality trait and power difference. Additionally, the computational model includes the process of mood decay, as usually observed in people, expanding its application domain beyond that of pure simulation, like games. In this paper we present simulation results that verify the basic emotional contagion behaviors. The possibility of more complex contagion dynamics depending on agent group relationships is also presented.
Year 2011
Keywords Emotional Contagion;Personality;Relationship;Affective Computing;
Authors Gonçalo Pereira, Joana Dimas, Rui Prada, Pedro Santos, Ana Paiva
Booktitle Affective Computing and Intelligent Interaction
Volume 6974
Pages 256--266
Series Lecture Notes in Computer Science - ACII '11
Publisher Springer
Address Memphis, USA
Month October
Pdf File \"pdf
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@inproceedings { pereira11, abstract = {This work describes a computational model designed for emotional contagion simulation in societies of agents, integrating the influence of interpersonal relationships and personality. It models the fundamental differences in individual susceptibilities to contagion based on the psychology study of Emotional Contagion Scale. The contagion process can also be biased by inter-individual relationships depending on the intimacy and power difference aspects of relationships between agents. Individuals’ expressiveness in a group is influenced by both the extroversion personality trait and power difference. Additionally, the computational model includes the process of mood decay, as usually observed in people, expanding its application domain beyond that of pure simulation, like games. In this paper we present simulation results that verify the basic emotional contagion behaviors. The possibility of more complex contagion dynamics depending on agent group relationships is also presented. }, address = {Memphis, USA}, booktitle = {Affective Computing and Intelligent Interaction}, keywords = {Emotional Contagion;Personality;Relationship;Affective Computing;}, month = {October}, pages = {256--266}, publisher = {Springer}, series = {Lecture Notes in Computer Science - ACII '11}, title = {A Generic Emotional Contagion Computational Model}, volume = {6974}, year = {2011}, author = {Gonçalo Pereira and Joana Dimas and Rui Prada and Pedro Santos and Ana Paiva} }

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