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Propagation of Belief Functions through Frames of Discernment: Application to Context Computing

机译:信仰功能通过识别帧传播:应用于上下文计算

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In smart homes, many context attributes, i.e. small pieces of context, have to be computed from sensors in order to provide adapted services. We observe that many of those context attributes can be deduced from others. This paper presents how methods to propagate belief functions from one frame of discernment to another can be used to compute contexts. It enables the creation of evidential networks, preventing from recomputing many times the same evidence and enabling the construction of higher levels of ion often difficult to obtain directly from sensors. The proposed method is based on an intuitive way of thinking evidential networks considering mappings between frames of discernment. An example where this method is essential is presented.
机译:在智能家庭中,许多上下文属性,即必须从传感器计算的小型上下文,以便提供适应的服务。我们观察到许多这些上下文属性可以从其他人推导出来。本文介绍了如何将信仰功能从一个识别帧传播到另一帧的方法来计算上下文。它能够创建证据网络,防止多次重新计算相同的证据,并使较高水平的离子施工通常难以直接从传感器获得。所提出的方法基于考虑识别帧之间的映射的思维网络的直观方式。提出了该方法必不可少的示例。

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