AI and robotics to help older adults: Revisiting projects in search of lessons learned

Gabriella Cortellessa, Riccardo De Benedictis, Francesca Fracasso, Andrea Orlandini, A. Umbrico, A. Cesta
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引用次数: 15

Abstract

Abstract This article is a retrospective overview of work performed in the domain of Active Assisted Living over a span of almost 18 years. The authors have been creating and refining artificial intelligence (AI) and robotics solutions to support older adults in maintaining their independence and improving their quality of life. The goal of this article is to identify strong features and general lessons learned from those experiences and conceive guidelines and new research directions for future deployment, also relying on an analysis of similar research efforts. The work considers key points that have contributed to increase the success of the innovative solutions grounding them on known technology acceptance models. The analysis is presented with a threefold perspective: A Technological vision illustrates the characteristics of the support systems to operate in a real environment with continuity, robustness, and safety; a Socio-Health perspective highlights the role of experts in the socio-assistance domain to provide contextualized and personalized help based on actual people’s needs; finally, a Human dimension takes into account the personal aspects that influence the interaction with technology in the long term experience. The article promotes the crucial role of AI and robotics in ensuring intelligent and situated assistive behaviours. Finally, considering that the produced solutions are socio-technical systems, the article suggests a transdisciplinary approach in which different relevant disciplines merge together to have a complete, coordinated, and more informed vision of the problem.
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人工智能和机器人技术帮助老年人:重新审视项目,寻找经验教训
本文回顾了近18年来在积极辅助生活领域开展的工作。作者一直在创造和完善人工智能(AI)和机器人解决方案,以支持老年人保持独立性并提高生活质量。本文的目标是从这些经验中识别出强大的特征和一般的经验教训,并为未来的部署构想指导方针和新的研究方向,也依赖于对类似研究工作的分析。这项工作考虑了一些关键点,这些关键点有助于增加创新解决方案的成功,将它们建立在已知的技术接受模型之上。该分析从三个方面进行:技术愿景说明了支持系统在真实环境中运行的连续性、稳健性和安全性的特征;社会健康观点强调专家在社会援助领域的作用,根据人们的实际需要提供情境化和个性化的帮助;最后,人的维度考虑到在长期经验中影响与技术互动的个人方面。文章促进了人工智能和机器人在确保智能和定位辅助行为中的关键作用。最后,考虑到产生的解决方案是社会技术系统,本文建议采用跨学科方法,将不同的相关学科合并在一起,以对问题有一个完整、协调和更明智的看法。
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