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Publication Citation: A Sensor Ontology Literature Review

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Author(s): Roger D. Eastman; Craig I. Schlenoff; Stephen B. Balakirsky; Tsai Hong Hong;
Title: A Sensor Ontology Literature Review
Published: April 18, 2013
Abstract: The purpose of this paper is to review existing sensor and sensor network ontologies to understand whether they can be reused as a basis for a manufacturing sensor ontology, or if the existing ontologies hold lessons for the development of a new ontology. We develop an initial set of requirements that should apply to a manufacturing ontology. These initial requirements are used in reviewing selected existing sensor ontologies. This paper describes the steps for extending and refining the requirements, proposing a hierarchical structures for verifying the purposes of the ontology, and choosing appropriate tools and languages for supporting the ontology, such as OWL and SensorML, and proposing the ontology as standard within the IEEE Robotics and Automation Society (RAS) Ontologies for Robotics Automation (ORA) Working Group.
Citation: NIST Interagency/Internal Report (NISTIR) - 7908
Keywords: registration; sensor; ontology; OWL; SensorML; sensor network; manufacturer
Research Areas: Sensors, Ontologies, Manufacturing