A Conflict Detection Framework for IoT Services in Multi-resident Smart Homes
Dipankar Chaki, Athman Bouguettaya, Sajib Mistry
Abstract
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.
Topics & Concepts
Internet of ThingsComputer scienceOntologySmart cityDistributed computingConflict analysisComputer securityConflict resolutionPolitical scienceEpistemologyPhilosophyLawIoT and Edge/Fog ComputingContext-Aware Activity Recognition SystemsData Stream Mining Techniques