Abstract
Relational database (RDB) is an adequate tool for rendering concepts, their attributes and relations between them that relate to a target domain. However, RDB has a certain limitation that does not fully allow it to render the semantics or meanings within concepts and their relations even though it has many advantages in representing the relations between concepts. In this paper, we propose a framework which can automatically construct an ontology from an RDB schema. We try to help understand about data structure by clearly identifying the semantic relations between data through the ontology construction. The ontology is constructed on the better understanding about data structure and acts as an assistant tool to efficiently query the data from RDB.
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References
Astrova, I.: Reverse Engineering of Relational Databases to Ontologies. In: Bussler, C.J., Davies, J., Fensel, D., Studer, R. (eds.) ESWS 2004. LNCS, vol. 3053, pp. 327–341. Springer, Heidelberg (2004)
Astrova, I., Korda, N., Kalja, A.: Rule-Based Transformation of SQL Relational Databases to OWL Ontologies. In: Proceedings of the 2nd International Conference on Metadata & Semantics Research (2007)
Tomás, F.J., MartÃnez-Béjar, R.: A cooperative framework for integrating ontologies. International Journal of Human-Computer Studies 56(6), 662–717 (2002)
Kalyanpur, A., Parsia, B., Sirin, E., Grau, B.C.: Debugging OWL Ontologies Using Swoop (2005), http://www.mindswap.org/2005/debugging
Noy, N., Musen, A.: The PROMPT Suite: Interactive tools forontology merging and mapping. International Journal of Human-Computer Studies 59, 983–1024 (2003)
Protégé (2009), http://protege.stanford.edu
Trinh, Q., Barker, K., Alhajj, R.: RDB2ONT: A Tool for Generating OWL Ontologies From Relational Database Systems. In: AICT/ICIW-2006, pp. 170–178 (2006)
Stojanovic, L., Stojanovic, N., Volz, R.: Migrating Data-intensive Web Sites into the Semantic Web. In: Proc. of the 17th ACM Symposium on Applied Computing (SAC), pp. 1100–1107 (2002)
Gerd, S., Alexander, M.: FCA-MERGE: Bottom-Up Merging of Ontologies. In: Proc. IJCAI 2001, pp. 225–234 (2001)
Barrasa, J., Corcho, O., Shen, G., Gomez-Perez, A.: R2O: An extensible and semantically based database-to-ontology mapping language. In: SWDB 2004 (2005)
LaclavÃk, M.: RDB2Onto: Relational Database Data toOntology Individuals Mapping. In: Navrat, P., et al. (eds.) Tools for Acquisition, Organisation and Presenting of Information and Knowledge (2008)
Xu, Z., Zhang, S., Dong, Y.: Mapping between relational database schema and OWL ontology for deep annotation. In: WI 2006, IEEE/WIC/ACM International Conference on Web Intelligence (2006)
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Lee, H.J., Sohn, M. (2012). DB Schema Based Ontology Construction for Efficient RDB Query. In: Pan, JS., Chen, SM., Nguyen, N.T. (eds) Intelligent Information and Database Systems. ACIIDS 2012. Lecture Notes in Computer Science(), vol 7197. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28490-8_36
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DOI: https://doi.org/10.1007/978-3-642-28490-8_36
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-28489-2
Online ISBN: 978-3-642-28490-8
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