Ontology Based Access Control: A Case Study through Ontology Based Data Access

Author:

CAN Özgü1ORCID,ÜNALIR Murat2ORCID

Affiliation:

1. EGE ÜNİVERSİTESİ

2. EGE ÜNİVERSİTESİ, MÜHENDİSLİK FAKÜLTESİ, BİLGİSAYAR MÜHENDİSLİĞİ BÖLÜMÜ, BİLGİSAYAR MÜHENDİSLİĞİ PR.

Abstract

Ontology Based Data Access (OBDA) is the provision of data access and data integration as a result of the mapping that is established between an ontology and a data source. Thus, storing large amounts of data becomes easier, more powerful queries can be written, and management of complex information systems can be performed quickly and effectively by using Semantic Web technologies. Ontology Based Access Control (OBAC) uses Semantic Web technologies to enable the enforcement of access control mechanism. Therefore, only authorized persons can access data to protect data privacy. In this study, OBDA and OBAC are integrated to improve security while providing data virtualization with a data model-independent access control approach. Therefore, a use case study for the healthcare domain is presented. Hence, a relational database for the hospital domain, a Hospital Ontology for the related hospital database and an access control policy are created. Also, the relevant mappings between the hospital database and the Hospital Ontology are established by using the Ontop framework and finally, various queries are executed by using Ontop SPARQL to evaluate mappings and access rules.

Funder

Ege University Scientific Research Projects Committee

Publisher

Deu Muhendislik Fakultesi Fen ve Muhendislik

Subject

General Medicine

Reference32 articles.

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2. [2] Kalayci E.G. et al. 2020. Semantic Integration of Bosch Manufacturing Data Using Virtual Knowledge Graphs. In: Pan J.Z. et al. (eds) The Semantic Web- International Semantic Web Conference (ISWC 2020). Lecture Notes in Computer Science, Vol 12507, pp. 464-481. Springer, Cham. DOI: 10.1007/978-3-030-62466-8_29

3. [3] Kontchakov, R., Rodrguez-Muro, M., Zakharyaschev, M. 2013. Ontology-Based Data Access with Databases: A Short Course. In: Rudolph, S., Gottlob, G., Horrocks, I., van Harmelen, F. (eds) Reasoning Web-Semantic Technologies for Intelligent Data Access (Reasoning Web 2013). Lecture Notes in Computer Science, Vol 8067, pp. 194-229. Springer, Berlin, Heidelberg. DOI: 10.1007/978-3-642-39784-4_5

4. [4] Can, O. 2009. Personalizable Ontology Based Access Control for Semantic Web and Policy Management (Anlamsal Web için Kişiselleştirilebilir Ontoloji Tabanlı Erişim Denetimi ve Politika Yönetimi). PhD Thesis, Ege University, Department of Computer Engineering.

5. [5] Can, O., and Unalir, M.O. 2010. Ontology Based Access Control. Pamukkale University Journal of Engineering Sciences, 162:197-206.

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