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Impact Conflict Detection of IoT Services in Multi-resident Smart Homes

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arxiv 2406.00277 v1 pith:ATAI2MGI submitted 2024-06-01 cs.DC

classification cs.DC
keywords impactconflictdetectionapproachdesignhomesmodelmulti-resident
verification ladder T0 review T1 audit T2 compute T3 formal
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We propose a novel impact conflict detection framework for IoT services in multi-resident smart homes. The proposed impact assessment model is developed based on the integral of a signal deviation strategy. We mine the residents' previous service usage records to design a robust preference estimation model. We design an impact conflict detection approach using temporal proximity and preferential proximity techniques. Experimental results on real-world datasets demonstrate the effectiveness of the proposed approach.

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