Knowledge Management System for Semantic Sensor Data [Anlamsal Sensor Verileri Icin Bilgi Yonetim Sistemi]

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dc.contributor.authorAktas O.
dc.contributor.authorMilli M.
dc.contributor.authorLakestani S.
dc.contributor.authorMilli M.
dc.date.accessioned2021-05-03T20:52:09Z
dc.date.available2021-05-03T20:52:09Z
dc.date.issued2020
dc.description28th Signal Processing and Communications Applications Conference, SIU 2020 -- 5 October 2020 through 7 October 2020 -- -- 166413en_US
dc.description.abstractThe increasing number of wireless sensor networks, which are used extensively in industrial areas, has led to a tremendous increase in the data obtained from the sensors. This uncontrolled increase makes it difficult for managing and storing of data. Moreover, the lack of infrastructure to ensure the integrity of meaning between the data makes it impossible to share, reuse and interpret the data by machines. These inabilities can cause some problems like cannot managing together between separate wireless sensor networks due to the subtle variations in their sensing methods, operating systems, syntax, and data structure. To address all these problems, a semantic sensor network approach has been introduced which provides a common standard for sensor data and aims to enhance their meaning. In this study, semantic model with realworld usage from sensor networks measuring some laboratory parameters is proposed. In order to evaluate the proposed system, a series of semantic queries were prepared and applied to the obtained sensor data. The results show that sensor data can be managed on a common infrastructure using ontologies. © 2020 IEEE.en_US
dc.identifier.doi10.1109/SIU49456.2020.9302490
dc.identifier.isbn9781728172064
dc.identifier.scopus2-s2.0-85100317253en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/SIU49456.2020.9302490
dc.identifier.urihttps://hdl.handle.net/11454/71068
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartof2020 28th Signal Processing and Communications Applications Conference, SIU 2020 - Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectontology modelingen_US
dc.subjectreal-time monitoringen_US
dc.subjectsemantic sensor networken_US
dc.subjectstream dataen_US
dc.titleKnowledge Management System for Semantic Sensor Data [Anlamsal Sensor Verileri Icin Bilgi Yonetim Sistemi]en_US
dc.typeConference Objecten_US

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