心理学
面部表情
情商
对话
情感表达
心情
移情
社交机器人
表达式(计算机科学)
认知心理学
机器人
社会心理学
人工智能
计算机科学
沟通
移动机器人
机器人控制
程序设计语言
作者
Hojjat Abdollahi,Mohammad H. Mahoor,Rohola Zandie,Jarid Siewierski,Sara Honn Qualls
标识
DOI:10.1109/taffc.2022.3143803
摘要
This paper presents our recent research on integrating artificial emotional intelligence in a social robot (Ryan) and studies the robot's effectiveness in engaging older adults. Ryan is a socially assistive robot designed to provide companionship for older adults with depression and dementia through conversation. We used two versions of Ryan for our study, empathic and non-empathic. The empathic Ryan utilizes a multimodal emotion recognition algorithm and a multimodal emotion expression system. Using different input modalities for emotion, i.e., facial expression and speech sentiment, the empathic Ryan detects users' emotional state and utilizes an affective dialogue manager to generate a response. On the other hand, the non-empathic Ryan lacks facial expression and uses scripted dialogues that do not factor in the users' emotional state. We studied these two versions of Ryan with 10 older adults living in a senior care facility. The statistically significant improvement in the users' reported face-scale mood measurement indicates an overall positive effect from the interaction with both the empathic and non-empathic versions of Ryan. However, the number of spoken words measurement and the exit survey analysis suggest that the users perceive the empathic Ryan as more engaging and likable.
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