Toward an ambient empathic health companion for self care in the intelligent home

V. Evers, B. Kröse
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引用次数: 2

Abstract

Motivation--This paper describes our work in progress to develop a personal monitoring system that can monitor the physical and emotional condition of a patient by using contextual information from a sensor network, provide the patient with feedback concerning their health status and motivate the patient to adopt behavior with a positive health impact (such as exercising or taking medication at the right moment). Research approach -- We will extend the capabilities of an existing robotic health buddy with a (DBN based) sensor network. Then we will carry out a series of controlled, long-term field experiments where we identify and evaluate the effects of various agent social communicative behaviours on the user's adoption of health improving lifestyle patterns. Findings/Design -- The findings of the experiments will inform the final design of the health buddy and it's behaviours. We will also realise system adaptivity of the data processing and data fusion methods as well as the health buddy adaptivity to the user's emotional state. Research limitations/Implications -- The project will limit itself to monitoring and motivating people who suffer from cardiovascular chronic conditions and to the home environment. Originality/Value -- The research makes a contribution to the needs of health monitoring for a specific user group. The health buddy will use social behaviours to motivate users over a long-term time period. Take away message -- Home health monitoring and self care can be more enjoyable and easier through motivating smart health buddies.
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朝着智能家居中自我护理的环境移情健康伴侣的方向发展
动机——本文描述了我们正在进行的开发个人监测系统的工作,该系统可以通过使用来自传感器网络的上下文信息来监测患者的身体和情绪状况,为患者提供有关其健康状况的反馈,并激励患者采取对健康有积极影响的行为(例如在适当的时候锻炼或服用药物)。研究方法——我们将通过(基于DBN的)传感器网络扩展现有机器人健康伙伴的功能。然后,我们将进行一系列控制的、长期的现场实验,在这些实验中,我们识别和评估各种代理社会交际行为对用户采用改善健康的生活方式的影响。发现/设计——实验的发现将为健康伙伴的最终设计及其行为提供信息。我们还将实现数据处理和数据融合方法的系统适应性,以及健康伙伴对用户情绪状态的适应性。研究局限/启示——该项目将局限于监测和激励患有心血管慢性疾病的人以及家庭环境。独创性/价值——该研究为特定用户群体的健康监测需求做出了贡献。健康伙伴将使用社交行为来长期激励用户。要点:通过激励聪明的健康伙伴,家庭健康监测和自我保健可以变得更愉快、更容易。
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