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Deploying service integration agent for personalized smart elderly care

机译:部署服务集成代理以实现个性化的智能老人护理

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In recently years, many care robots have received a lot of attention to help elderly people. However existing care robots have difficult to adopt personalization. For instance, some programmers have to customize robot program to meet needs of each elderly. Even if a care robot which has a feature of machine learning, it takes a long time to learn a preference for each elderly. In this paper, our goal is to deploy a smart care service integration agent that provides a personalization and integration for each elderly people. Our proposed service consists of three essential components, Virtual Care Giver (VCG), Virtual Care Personalizer (VCP) and Care Template. VCG is a robot agent, where executes care tasks in each home. The VCG is offered care tasks based on care template which Virtual Care Personalizer (VCP) generates. Virtual Care Personalizer (VCP) manages and generates personalization of care tasks the on cloud. Moreover, we deploy Care Template on the cloud which enables to provide the basic care tasks. To demonstrate the feasibility, we consider three kinds of usecase scenarios for two persona people.
机译:近年来,许多护理机器人在帮助老年人方面受到了很多关注。但是,现有的护理机器人很难采用个性化设置。例如,一些程序员必须定制机器人程序来满足每个老年人的需求。即使具有机器学习功能的护理机器人,也需要花费很长时间来学习每个老年人的偏爱。在本文中,我们的目标是部署一个智能护理服务集成代理,为每个老年人提供个性化和集成。我们建议的服务包括三个基本组件:虚拟护理员(VCG),虚拟护理个性化器(VCP)和护理模板。 VCG是机器人代理,可以在每个家庭中执行护理任务。根据虚拟护理个性化器(VCP)生成的护理模板为VCG提供护理任务。 Virtual Care Personalizer(VCP)在云上管理并生成护理任务的个性化。此外,我们在云上部署了护理模板,从而可以提供基本的护理任务。为了证明可行性,我们针对两个角色的人考虑了三种用例场景。

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