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Unified Modeling of Quality of Context and Quality of Situation for Context-Aware Applications in the Internet of Things

机译:物联网中情境感知应用的情境质量和情境质量的统一建模

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This paper discusses the requirements of situation identification in the Internet of Things and the necessity to consider the quality of the input context data during the inference process for deriving a situation and evaluating its resulting quality. We propose to extend previous works by integrating the QoCIM meta-model within the muSIC framework dedicated to situation identification. Situation identification is derived using an ontological approach and Quality criteria are aggregated using the fuzzy Choquet operator for computing the quality of a situation. This paper shows that QoCIM allows to model quality of context (QoC) as well as quality of situation in a unified approach.
机译:本文讨论了物联网中情况识别的要求,以及在推理过程中要考虑输入上下文数据的质量以推导情况并评估其结果质量的必要性。我们建议通过在专门用于情况识别的muSIC框架内集成QoCIM元模型来扩展以前的工作。使用本体论方法导出情况标识,并使用模糊Choquet运算符汇总质量标准以计算情况质量。本文表明,QoCIM允许以统一的方法对上下文质量(QoC)和情况质量进行建模。

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