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Trust-Based Decision-Making for Energy-Aware Device Management

机译:基于信任的能量感知设备管理决策

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Smart energy systems are able to support users in saving energy by controlling devices, such as lights or displays, depending on context information, such as the brightness in a room or the presence of users. However, proactive decisions should also match the users' preferences to maintain users' trust in the system. Wrong decisions could negatively influence users' acceptance of a system and at worst could make them abandon the system. In this paper, a trust-based model, called User Trust Model (UTM), for automatic decision-making is proposed, which is based on Bayesian Networks. The UTM's construction, the initialization with empirical data gathered in an online survey, and its integration in an office setting are described. Furthermore, the results of a user study investigating users' experience and acceptance are presented.
机译:智能能量系统能够通过控制诸如灯光或显示器的设备来支持用户节省能量,具体取决于上下文信息,例如房间中的亮度或用户的存在。但是,主动决策也应符合用户的偏好,以维护用户对系统的信任。错误的决定可能会影响用户对系统的接受,并且在最坏情况下可以让他们放弃系统。本文提出了一种基于信任的模型,称为用户信任模型(UTM),用于自动决策,这是基于贝叶斯网络。 utm的构造,初始化与在线调查中收集的经验数据,以及在办公室设置中的集成。此外,提出了调查用户体验和接受的用户学习的结果。

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