In this paper a network modeling approach is introduced to integrate multiple important elements for social interaction between a human-like AI Coach and its users in sometimes stressful circumstances. The computational approach integrates concepts from neuroscience such as generating multiple emotions, mirroring and emotion contagion, self-other distinction and emotion attribution, empathic responding, individual emotion regulation, and interpersonal emotion regulation. It is shown how, for example in stressful circumstances, such a human-like AI Coach over some time period is able to (1) resonate with a user’s emotions and show empathy, and (2) if needed regulate the user’s emotions.

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An Integrative Network Modeling Approach for the Interplay of Emotion Contagion, Empathic Responding, and Interpersonal Emotion Regulation for an AI Coach

  • Wissal Mestour,
  • Jan Treur,
  • Peter H. M. P. Roelofsma,
  • Sophie C. F. Hendrikse

摘要

In this paper a network modeling approach is introduced to integrate multiple important elements for social interaction between a human-like AI Coach and its users in sometimes stressful circumstances. The computational approach integrates concepts from neuroscience such as generating multiple emotions, mirroring and emotion contagion, self-other distinction and emotion attribution, empathic responding, individual emotion regulation, and interpersonal emotion regulation. It is shown how, for example in stressful circumstances, such a human-like AI Coach over some time period is able to (1) resonate with a user’s emotions and show empathy, and (2) if needed regulate the user’s emotions.