Exploring the Viability of Socially Assistive Robots for At-Home Cognitive Monitoring: Potential and Limitations

IF 3.8 2区 计算机科学 Q2 ROBOTICS
Matteo Luperto, Marta Romeo, Francesca Lunardini, Javier Monroy, Daniel Hernández García, Carlo Abbate, Angelo Cangelosi, Simona Ferrante, Javier Gonzalez-Jimenez, Nicola Basilico, N. Alberto Borghese
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Abstract

The early detection of mild cognitive impairment, a condition of increasing impact in our aging society, is a challenging task with no established answer. One promising solution is the deployment of robotic systems and ambient assisted living technology in the houses of older adults for monitoring and assistance. In this work, we address and discuss a qualitative analysis on the feasibility and acceptability of a socially assistive robot (SAR) deployed in prospective users’ houses to monitor their cognitive capabilities through a set of digitalised neuropsychological tests and spot questions conveniently integrated within the robotic assistant’s daily tasks. We do this by describing an experimental campaign where a robotic system, integrated with a larger framework, was installed in the house of 10 users for a duration of at least 10 weeks, during which their cognitive capabilities were monitored by the robot. Concretely, the robots supervised the users during the completion of the tests and transparently monitored them by asking questions interleaved in their everyday activities. Results show a general acceptance of such technology, being able to carry out the intended tasks without being too invasive, paving the way for an impactful at-home use of SARs.

Abstract Image

探索用于居家认知监测的社会辅助机器人的可行性:潜力与局限
轻度认知障碍对老龄化社会的影响越来越大,而早期检测轻度认知障碍是一项具有挑战性的任务,目前尚无既定答案。一个很有前景的解决方案是在老年人家中部署机器人系统和环境辅助生活技术,以提供监测和帮助。在这项工作中,我们将对部署在未来用户家中的社交辅助机器人(SAR)的可行性和可接受性进行定性分析和讨论,通过一套数字化的神经心理学测试和现场问题来监测他们的认知能力,并将其方便地整合到机器人助手的日常任务中。为此,我们介绍了一项实验活动,在该活动中,机器人系统与一个更大的框架相结合,被安装在 10 名用户的家中,持续时间至少 10 周,在此期间,机器人对他们的认知能力进行监测。具体来说,机器人在用户完成测试期间对其进行监督,并通过在其日常活动中穿插提问的方式对其进行透明监控。结果表明,这种技术得到了普遍接受,既能完成预期任务,又不会造成过多干扰,为在家中使用具有影响力的合成孔径雷达铺平了道路。
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来源期刊
CiteScore
9.80
自引率
8.50%
发文量
95
期刊介绍: Social Robotics is the study of robots that are able to interact and communicate among themselves, with humans, and with the environment, within the social and cultural structure attached to its role. The journal covers a broad spectrum of topics related to the latest technologies, new research results and developments in the area of social robotics on all levels, from developments in core enabling technologies to system integration, aesthetic design, applications and social implications. It provides a platform for like-minded researchers to present their findings and latest developments in social robotics, covering relevant advances in engineering, computing, arts and social sciences. The journal publishes original, peer reviewed articles and contributions on innovative ideas and concepts, new discoveries and improvements, as well as novel applications, by leading researchers and developers regarding the latest fundamental advances in the core technologies that form the backbone of social robotics, distinguished developmental projects in the area, as well as seminal works in aesthetic design, ethics and philosophy, studies on social impact and influence, pertaining to social robotics.
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