AI Therapist for Daily Functioning Assessment and Intervention Using Smart Home Devices
AI Therapist for Daily Functioning Assessment and Intervention Using Smart Home Devices
复制标题
人工智能治疗师使用智能家居设备进行日常功能评估和干预
DOI：
10.1145/3560905.3568074
复制
发表时间：
2022
期刊：
影响因子：
--
通讯作者：
Jiang, Xiaofan
中科院分区：
文献类型：
--
作者：
Nie, Jingping;Zhao, Minghui;Xia, Stephen;Sun, Xinghua;Shao, Hanya;Fan, Yuang;Preindl, Matthias;Jiang, Xiaofan
在这次演示中，我们与持牌治疗师合作，引入了一名人工智能治疗师，该治疗师利用智能家居环境来筛选日常功能并推断居住者的心理健康状况。我们的系统可以根据与用户的直接对话和使用[1]中提出的心理准则从智能家居设备获得的信息相结合，评估用户的日常功能和心理健康。我们证明了我们的系统可以以一种自然的方式（通过智能手机或智能扬声器）与用户交谈，并从语义和情感上分析用户的反应。此外，我们表明，我们的系统可以提供初步干预，以帮助改善用户的健康。特别是，如果在谈话过程中或智能家居设备检测到异常行为，系统会在谈话过程中提供心理治疗安慰，并通过启动家庭机器人来检查居住者的状况。
In this demonstration, in collaboration with licensed therapists, we introduce anAI therapistthat takes advantage of the smart-home environment to screen day-to-day functioning and infer mental wellness of an occupant. Our system can assess a user's daily functioning and mental wellness based on a combination of direct conversation with users and information obtained from smart home devices using psychological rubrics proposed in [1]. We demonstrate that our system can converse with a user in a natural way (through a smartphone or smart speaker) and analyze a user's response semantically and sentimentally. In addition, we show that our system can provide preliminary interventions to help improve the user's wellness. In particular, when abnormal behavior is detected during the conversation or by smart home devices, the system provides psychotherapeutic consolations during the conversation and will check on the occupant's condition by actuating a home robot.
用于家庭环境中日常功能筛查的对话式人工智能治疗师
DOI：
10.1145/3539490.3539603
发表时间：
2022
期刊：
IASA '22: Proceedings of the 1st ACM International Workshop on Intelligent Acoustic Systems and Applications
影响因子：
--
作者：
Nie, Jingping;Shao, Hanya;Zhao, Minghui;Xia, Stephen;Preindl, Matthias;Jiang, Xiaofan
通讯作者：
Jiang, Xiaofan
CSafe：用于提高城市环境中建筑工人安全的智能音频可穿戴平台
DOI：
10.1145/3412382.3458267
发表时间：
2021
期刊：
Proceedings of the 20th International Conference on Information Processing in Sensor Networks
影响因子：
--
作者：
Xia, Stephen;Nie, Jingping;Jiang, Xiaofan
通讯作者：
Jiang, Xiaofan