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In this paper a generic computational architecture for social interaction adaptivity and attunement is presented that was developed based on unification of a number of specific case studies addressed earlier. This architecture describes a generic multilevel multi-timescale adaptive dynamical system and is formalised and represented as a multi-order self-modeling network. It is shown how this architecture covers different earlier case studies addressing social interaction adaptivity and attunement subsuming synchrony- or homophily-induced adaptivity. Moreover, it is shown how based on it a new application to the design of bonding bots is realised that supports interpersonal emotion regulation via adaptive human-bot interaction and attunement.

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Perspectives on Social Interaction Science: From a Multilevel Multi-timescale Computational Architecture for Synchrony-Induced and Homophily-Induced Attunement to Designing Bonding Bots

  • 会议论文

  • 发表日期：

    2025年

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  • Sophie C. F. Hendrikse,
  • Jan Treur

摘要

In this paper a generic computational architecture for social interaction adaptivity and attunement is presented that was developed based on unification of a number of specific case studies addressed earlier. This architecture describes a generic multilevel multi-timescale adaptive dynamical system and is formalised and represented as a multi-order self-modeling network. It is shown how this architecture covers different earlier case studies addressing social interaction adaptivity and attunement subsuming synchrony- or homophily-induced adaptivity. Moreover, it is shown how based on it a new application to the design of bonding bots is realised that supports interpersonal emotion regulation via adaptive human-bot interaction and attunement.