论文标题
多居民智能家庭中物联网服务的冲突检测框架
A Conflict Detection Framework for IoT Services in Multi-resident Smart Homes
论文作者
论文摘要
我们提出了一个新颖的框架，以检测多居民智能家庭中物联网服务之间的冲突。考虑了物联网服务的功能和非功能性能，提出了一种新型的物联网冲突模型。我们设计了一个正式代表不同类型冲突的冲突本体。通过结合知识驱动和数据驱动的方法，提出了混合冲突检测算法。现实世界数据集的实验结果显示了所提出的方法的效率。
We propose a novel framework to detect conflicts among IoT services in a multi-resident smart home. A novel IoT conflict model is proposed considering the functional and non-functional properties of IoT services. We design a conflict ontology that formally represents different types of conflicts. A hybrid conflict detection algorithm is proposed by combining both knowledge-driven and data-driven approaches. Experimental results on real-world datasets show the efficiency of the proposed approach.
