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医疗机器人的发展问题:与老年痴呆症患者进行富有同情心的沟通。

Development Issues of Healthcare Robots: Compassionate Communication for Older Adults with Dementia.

机构信息

Institute of Biomedical Sciences, Tokushima University, Tokushima 770-8509, Japan.

Anne Boykin Institute, Florida Atlantic University, Boca Raton, FL 33431, USA.

出版信息

Int J Environ Res Public Health. 2021 Apr 24;18(9):4538. doi: 10.3390/ijerph18094538.

Abstract

Although progress is being made in affective computing, issues remain in enabling the effective expression of compassionate communication by healthcare robots. Identifying, describing and reconciling these concerns are important in order to provide quality contemporary healthcare for older adults with dementia. The purpose of this case study was to explore the development issues of healthcare robots in expressing compassionate communication for older adults with dementia. An exploratory descriptive case study was conducted with the Pepper robot and older adults with dementia using high-tech digital cameras to document significant communication proceedings that occurred during the activities. Data were collected in December 2020. The application program for an intentional conversation using Pepper was jointly developed by Tanioka's team and the Xing Company, allowing Pepper's words and head movements to be remotely controlled. The analysis of the results revealed four development issues, namely, (1) accurate sensing behavior for "listening" to voices appropriately and accurately interacting with subjects; (2) inefficiency in "listening" and "gaze" activities; (3) fidelity of behavioral responses; and (4) deficiency in natural language processing AI development, i.e., the ability to respond actively to situations that were not pre-programmed by the developer. Conversational engagements between the Pepper robot and patients with dementia illustrated a practical usage of technologies with artificial intelligence and natural language processing. The development issues found in this study require reconciliation in order to enhance the potential for healthcare robot engagement in compassionate communication in the care of older adults with dementia.

摘要

尽管情感计算方面正在取得进展,但医疗机器人要实现富有同情心的有效沟通,仍存在一些问题。为了为痴呆症老年人提供高质量的当代医疗保健,确定、描述和解决这些问题至关重要。本案例研究的目的是探讨医疗机器人在表达对痴呆症老年人富有同情心的沟通方面的发展问题。采用探索性描述性案例研究方法,使用高科技数码相机记录 Pepper 机器人与痴呆症老年人在活动中发生的重要沟通过程,对 Pepper 机器人进行研究。数据于 2020 年 12 月收集。使用 Pepper 的有意对话应用程序由 Tanioka 的团队和 Xing 公司共同开发,允许远程控制 Pepper 的语言和头部动作。结果分析揭示了四个发展问题,即(1)准确感知行为,以便适当地准确地“倾听”声音并与主体进行互动;(2)“倾听”和“注视”活动效率低下;(3)行为反应的保真度;(4)自然语言处理 AI 开发的不足,即主动应对非开发者预先编程的情况的能力。Pepper 机器人与痴呆症患者之间的对话展示了具有人工智能和自然语言处理技术的实际应用。本研究发现的发展问题需要协调解决,以提高医疗机器人在痴呆症老年人护理中进行富有同情心的沟通的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7ebc/8123161/3473b494e84d/ijerph-18-04538-g001.jpg

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