publication . Preprint . Other literature type . Article . 2017

Semantic Reasoning for Context-Aware Internet of Things Applications

Altti Ilari Maarala; Xiang Su; Jukka Riekki;
Open Access English
  • Published: 01 Apr 2017
  • Country: Finland
Abstract
Abstract Acquiring knowledge from continuous and heterogeneous data streams is a prerequisite for Internet of Things (IoT) applications. Semantic technologies provide comprehensive tools and applicable methods for representing, integrating, and acquiring knowledge. However, resource-constraints, dynamics, mobility, scalability, and real-time requirements introduce challenges for applying these methods in IoT environments. We study how to utilize semantic IoT data for reasoning of actionable knowledge by applying state-of-the-art semantic technologies. For performing these studies, we have developed a semantic reasoning system operating in a realistic IoT environ...
Subjects
free text keywords: Computer Science - Artificial Intelligence, Computer Science - Distributed, Parallel, and Cluster Computing, Internet of Things (IoT), knowledge representations, reasoning, resource description framework (RDF), semantic technologies, Signal Processing, Computer Networks and Communications, Hardware and Architecture, Information Systems, Computer Science Applications, Knowledge representation and reasoning, Reasoning system, Human–computer interaction, Ontology (information science), Database, computer.software_genre, computer, Semantic technology, Semantic computing, RDF, computer.file_format, Computer science, Semantic data model, Semantic reasoner
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