Ontology development for web services to be used within the scope of remote monitoring project

Year 2023, Volume: 65 Issue: 1, 38 - 51, 03.06.2023

Kader Gürcüoğlu Tunç Durmuş Medeni İhsan Tolga Medeni Mehmet Serdar Güzel Halil Arslan

https://doi.org/10.33769/aupse.1122848

Abstract

In today’s society, as the digital transformation has become widespread rapidly; information technologies also started to develop themselves quickly along with this prevalence. This rapid development and transformation bring about new and different requirements. Situations like reuse of the information, the ability to integrate the obtained information and sharing it, among others, have pushed Semantic Web to the forefront, especially scientifically. Semantic Web, which provides the communication of a machine with other machines, gets a great attention especially in today’s digital age. Probably because of this, significant works have been done on ontology development method and ontology based systems started to be advanced over the last decade. Ontology development methods or ontology based systems play a key role in the integrity, being shared and management of the data. Ontology development method, which is of vital importance in reusability and expandability of real time monitoring systems, is in a position to be accommodable to many architectural systems like Deep Learning architecture at the same time.

Keywords

Deep learning, semantic web, ontology development method, image processing module

References

• Ünalır, O.M., Öztürk, Ö., Özacar, T., Anlamsal web için bilgi sistemi alt yapısı, TBV-BBMD, 1 (1) (2016).
• Özay, A., Web servisleri ve uzak nesne tabanlı ontoloji arayüzü geliştirilmesi, (2007). Mater Thesis, Ege Üniversitesi Fen Bilimleri Enstitüsü, Bilgisayar Mühendisliği Anabilim Dalı, Türkiye.
• Çelebi, F.Ö., Dijital ontoloji, Sosyal Bilimler Enstitüsü, İstanbul Medeniyet Üniversitesi, Felsefe Anabilim Dalı, (2016).
• Ünalır, O.M., Aydın, M., Aydoğan, B., Bakır, M., Durmaz, Ç., Kurtuluş, P., Bilgi teknolojileri varlık ontolojisinin geliştirilmesi, XIV. Akademik Bilişim Konferansı Bildirileri, (2012), 13-19.
• T.C. Kalkınma Bakanlığı Bilgi Haritası Araştırma ve Geliştirme Projesi Ontoloji Oluşturma Rehberi (Şubat 2014).
• T.C. Kalkınma Bakanlığı Bilgi Haritası Araştırma ve Geliştirme Projesi Ontoloji Geliştirme Yöntemi ve Standartları Raporu (Ekim 2013).