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

机译:基于信任的能源感知设备管理决策

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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:智能能源系统能够根据上下文信息(例如房间的亮度或用户的存在)通过控制设备(例如灯光或显示器)来支持用户节省能源。但是,主动决策也应与用户的偏好相匹配,以保持用户对系统的信任。错误的决定可能会对用户对系统的接受产生负面影响,并且在最坏的情况下可能会使他们放弃系统。本文提出了一种基于贝叶斯网络的基于信任的自动决策模型,称为用户信任模型(UTM)。描述了UTM的构造,使用在线调查中收集的经验数据进行初始化以及将其集成到办公室中的过程。此外,还提供了调查用户体验和接受度的用户研究结果。

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