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- Title
Enabling smart environments through scalable policy reasoning and Internet of Things.
- Authors
Göynügür, Emre; Şensoy, Murat; Mel, Geeth
- Abstract
In this paper, we discuss how to combine ontology‐based policy reasoning mechanisms with in‐use Internet of Things applications to customize and automate device behaviors. We discuss how the policy framework can be extended with data federation to handle diverse and distributed data sources. We demonstrate that smart devices and sensors can be orchestrated through policies in diverse settings, from smart home environments to hazardous workplaces, such as coal mines. Lastly, we evaluate our approach using real applications with real data and demonstrate that it is scalable under high load of data and devices. This article is categorized under: Technologies > Computational IntelligenceApplication Areas > Science and TechnologyFundamental Concepts of Data and Knowledge > Knowledge RepresentationTechnologies > Computational Intelligence Overview of the experimental setup utilizing OBDA
- Subjects
INTERNET of things; HOME environment; COMPUTATIONAL intelligence; SEMANTIC Web; FEDERATED database systems
- Publication
WIREs: Data Mining & Knowledge Discovery, 2019, Vol 9, Issue 2, pN.PAG
- ISSN
1942-4787
- Publication type
Article
- DOI
10.1002/widm.1290