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感情調節/ソーシャルロボットarXiv:2503.18243

感情調節のためのロボット主導介入:表出から再評価へ

A Robot-Led Intervention for Emotion Regulation: From Expression to Reappraisal

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大学生21名を対象に、LLM搭載のソーシャルロボットとの5回の対話を通じて感情の再評価を促す介入を行い、感情自己調節の改善や気分・感情の向上、表出の増加を確認した研究。

著者: Guy Laban, Julie Wang, Hatice Gunes

分類: cs.HC, cs.RO

原文アブストラクト

Emotion regulation is a crucial skill for managing emotions in everyday life, yet finding a constructive and accessible method to support these processes remains challenging due to their cognitive demands. In this study, we explore how regular interactions with a social robot, conducted in a structured yet familiar environment within university halls and departments, can provide effective support for emotion regulation through cognitive reappraisal. Twenty-one students participated in a five-session study at a university hall or department, where the robot, powered by a large language model (GPT-3.5), facilitated structured conversations, encouraging the students to reinterpret emotionally charged situations they shared with the robot. Quantitative and qualitative results indicate significant improvements in emotion self-regulation, with participants reporting better understanding and control of their emotions. The intervention led to significant changes in constructive emotion regulation tendencies and positive effects on mood and sentiment after each session. The findings also demonstrate that repeated interactions with the robot encouraged greater emotional expressiveness, including longer speech disclosures, increased use of affective language, and heightened facial arousal. Notably, expressiveness followed structured patterns aligned with the reappraisal process, with expression peaking during key reappraisal moments, particularly when participants were prompted to reinterpret negative experiences. The qualitative feedback further highlighted how the robot fostered introspection and provided a supportive space for discussing emotions, enabling participants to confront long-avoided emotional challenges. These findings demonstrate the potential of robots to effectively assist in emotion regulation in familiar environments, offering both emotional support and cognitive guidance.

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