Knowledge Management System for Semantic Sensor Data

Basit Öğe Kaydı
dc.authoridAktaş, Özlem/0000-0001-6415-0698
dc.authorwosidAktaş, Özlem/GYJ-6464-2022
dc.authorwosidAktaş, Özlem/P-2441-2019
dc.contributor.authorAktas, Ozlem
dc.contributor.authorMilli, Mehmet
dc.contributor.authorLakestani, Sanaz
dc.contributor.authorMilli, Musa
dc.date.accessioned2023-01-12T20:19:38Z
dc.date.available2023-01-12T20:19:38Z
dc.date.issued2020
dc.departmentN/A/Departmenten_US
dc.description28th Signal Processing and Communications Applications Conference (SIU) -- OCT 05-07, 2020 -- ELECTR NETWORKen_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 real-world 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.en_US
dc.description.sponsorshipIstanbul Medipol Univen_US
dc.identifier.isbn978-1-7281-7206-4
dc.identifier.issn2165-0608
dc.identifier.issn2165-0608en_US
dc.identifier.urihttps://hdl.handle.net/11454/79179
dc.identifier.wosWOS:000653136100463en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.language.isotren_US
dc.publisherIeeeen_US
dc.relation.ispartof2020 28th Signal Processing And Communications Applications Conference (Siu)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectsemantic sensor networken_US
dc.subjectontology modelingen_US
dc.subjectreal-time monitoringen_US
dc.subjectstream dataen_US
dc.titleKnowledge Management System for Semantic Sensor Dataen_US
dc.typeConference Objecten_US

Dosyalar

Koleksiyon

WoS İndeksli Yayınlar Koleksiyonu