Caregiver development of activity-supporting services for smart homes

IF 1.8 4区 计算机科学 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Ambient Intelligence and Smart Environments Pub Date : 2021-11-09 DOI:10.3233/ais-210616
Rafik Belloum, Amel Yaddaden, M. Lussier, N. Bier, C. Consel
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引用次数: 2

Abstract

Older adults often need some level of assistance in performing daily living activities. Even though these activities are common to the vast majority of individuals (e.g., eating, bathing, dressing), the way they are performed varies across individuals. Supporting older people in performing their everyday activities is a major avenue of research in smart homes. However, because of its early stage, this line of work has paid little attention on customizing assistive computing support with respect to the specific needs of each older adult towards improving its effectiveness and acceptability. We propose a tool-based approach to allowing caregivers to define services in the area of home daily living, leveraging their knowledge and expertise on the older adult they care for. This approach consists of two stages: 1) a wizard allows caregivers to define an assistive service, which supports aspects of a daily activity that are specific to an older adult; 2) the wizard-generated service is uploaded in an existing smart home platform and interpreted by a dedicated component, carrying out the caregiver-defined service. Our approach has been implemented. Our wizard has been successfully used to define existing manually-programmed, activity-supporting services. The resulting services have been deployed and executed by an existing assisted living platform deployed in the home of community-dwelling individuals. They have been shown to be equivalent to their manually-programmed counterparts. We also conducted an ergonomics study involving five occupational therapists, who tested our wizard with clinical vignettes describing fictitious patients. Participants were able to successfully define services while revealing an ease of use of our wizard.
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智能家居护理人员活动支持服务开发
老年人在进行日常生活活动时往往需要一定程度的帮助。尽管这些活动对绝大多数人来说是共同的(例如,吃饭、洗澡、穿衣),但它们的执行方式因人而异。支持老年人进行日常活动是智能家居研究的主要途径。然而,由于其早期阶段,这一行的工作很少关注定制辅助计算支持,以提高其有效性和可接受性,以满足每个老年人的特定需求。我们提出了一种基于工具的方法,允许护理人员在家庭日常生活领域定义服务,利用他们对他们所照顾的老年人的知识和专业知识。该方法包括两个阶段:1)向导允许护理人员定义辅助服务,该服务支持特定于老年人的日常活动的各个方面;2)将向导生成的服务上传到现有的智能家居平台,由专用组件进行解析,实现看护者定义的服务。我们的方法已经实施了。我们的向导已经成功地用于定义现有的手工编程的活动支持服务。由此产生的服务已由部署在社区居住个人家中的现有辅助生活平台部署和执行。它们已被证明与手动编程的对应物是相同的。我们还进行了一项涉及五名职业治疗师的人体工程学研究,他们用描述虚构病人的临床小插曲来测试我们的向导。参与者能够成功地定义服务,同时揭示向导的易用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Ambient Intelligence and Smart Environments
Journal of Ambient Intelligence and Smart Environments COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-COMPUTER SCIENCE, INFORMATION SYSTEMS
CiteScore
4.30
自引率
17.60%
发文量
23
审稿时长
>12 weeks
期刊介绍: The Journal of Ambient Intelligence and Smart Environments (JAISE) serves as a forum to discuss the latest developments on Ambient Intelligence (AmI) and Smart Environments (SmE). Given the multi-disciplinary nature of the areas involved, the journal aims to promote participation from several different communities covering topics ranging from enabling technologies such as multi-modal sensing and vision processing, to algorithmic aspects in interpretive and reasoning domains, to application-oriented efforts in human-centered services, as well as contributions from the fields of robotics, networking, HCI, mobile, collaborative and pervasive computing. This diversity stems from the fact that smart environments can be defined with a variety of different characteristics based on the applications they serve, their interaction models with humans, the practical system design aspects, as well as the multi-faceted conceptual and algorithmic considerations that would enable them to operate seamlessly and unobtrusively. The Journal of Ambient Intelligence and Smart Environments will focus on both the technical and application aspects of these.
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