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Services Personalization Approach for a Collaborative Care Ecosystem

机译:协作护理生态系统的服务个性化方法

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Ageing entails several limitations, calling for assistance services adapted to particular elderly's needs and life style. Provision of such may involve many stakeholders, including relatives, caregivers, professional care people, suppliers and other support entities. The use of collaborative networks has been proposed as a mean of integrating contributions from distinct service providers and promoting collaboration to seek the best options among multiple services. Despite of advances in collaborative networks for elderly care, current research and development in care services are chiefly focused on the development of isolated services, considering only a single service provider, emphasizing excessively techno-centric solutions. The need for dealing with personalization of care services in a collaborative environment is rising in importance and, thus, requires a flexible way to guide the process of ranking and selecting services. In this paper, a method based on fuzzy logic to identify services and corresponding providers thought service adherence criteria is presented. To show the feasibility of the method, an illustrative scenario of elderly life style in which services are ranked based on multiple views, from single to composite services, to show how distinct integrations may result in different recommendations.
机译:老龄化有几个局限性,要求提供适合特定老年人需求和生活方式的援助服务。提供此类服务可能涉及许多利益相关者,包括亲戚,护理人员,专业护理人员,供应商和其他支持实体。已经提出使用协作网络,作为整合不同服务提供商的贡献并促进协作以在多种服务中寻求最佳选择的一种手段。尽管在老年人护理协作网络方面取得了进步,但目前在护理服务方面的研究和开发主要集中在隔离服务的开发上,只考虑了一家服务提供商,强调了以技术为中心的解决方案。在协作环境中处理护理服务个性化的需求日益重要,因此需要一种灵活的方法来指导对服务进行排名和选择的过程。本文提出了一种基于模糊逻辑的服务识别方法,并提出了一种基于服务遵循标准的服务提供者。为了说明该方法的可行性,我们以老年人为例,说明了一种服务情景,其中基于从单一服务到复合服务的多个视图对服务进行排名,以显示不同的集成如何导致不同的建议。

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