Abstract
Many large organizations have their data and processing spread across multiple independent database applications. These data sources, with their own schemas, need to inter-operate to meet new requirements, both within and across organizations. In this paper, we propose a vision of an ontology-enabled database management systems (called OeDBMS) so that the end users can co-relate and integrate ontologies associated with individual sources and extract, co-relate and integrate data from different sources. We propose the architecture and ontology model for OeDBMS. We propose many useful extensions to the RDF/S-based ontology models that are emerging as standards, and provide a graph-based abstraction for the model. This becomes a basis for defining many useful ontology operators and an ontology query language for browsing, searching, matching and maintaining ontologies. We also address the need for ontology evolution by providing temporal support for ontology.
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References
Anupriya Ankolekar et al., ‘DAML-S: Semantic Markup for Web Services’, Proc. of SWWS’01, the First semantic web working symposium, Stanford University, California, USA, 2001.
Barett T., Jones D., Yuan J., Sawaya J., Usehold M., Adams T., and Folger D., ‘RDF Representation of Metadata for Semantic Integration of Corporate Information Resources’, Prof. of WWW2002 Workshop on Real World RDF and SemanticWeb Applications, Hawaii, USA, May 2002, pp. 20–28.
Bernstein P.A., Levy A.Y. and Pottinger R.A., ‘A Vision for Management of Complex Models’, Technical Report MSR-TR-2000-53, Microsoft Research, Microsoft Corporation (www.research.microsoft.com).
Calvanese D. et al., ‘Towards a Comprehensive Methodological Framework for Semantic Integration of Heterogeneous Data Sources’, Proc. of 8th Intl. Workshop on Knowledge Representation meets Databases (KRDB 2001), 2001 (http://ceurws.org/vol-45/).
Candan K.S., Liu H., and Suvarna R., ‘Resource Description Framework: Metadata and its Applications’, SIGKDD Explorations, Vol.3, Issue 1, July 2001, pp. 6–19.
Corby O., Faron-Zucker C., ‘Corese: a Corporate Semantic Web Engine’; Proc. of. WWW2002 workshop on Real World RDF and Semantic Web Applications, Hawai, USA, May 7, 2002.
Gil Y. and Ratnakar V., ‘Markup Languages: Comparison and Examples’ available at http://trellis.semanticweb.org/expect/web/semanticweb/comparison.html.
Jayasena S., Bressan S., Madnick S., ‘Financial Information Mediation — A Case Study for Standards Integration for Electronic Hill Presentment and Payment using the CION Mediation Technology’, in Proc. of 5th Intl. Workshop on Technology For E-Services, M. Shan et al. (eds.), Lecture Notes in Computer Science, 3324, Springer Verlag 2005.
Jeong-Oog Lee et al., ‘The Roles of Ontology and Metadata Registry for Interoperable Databases’, Proc. of ICDCIT — 2004 Intl. conf — on Distributed Computing and Internet Technologies, Bhubhaneshwar, India, Dec — 2004, R. K. Ghosh, H. Mohanty (eds.), Lecture Notes in Computer Science, 3347, Springer 2004.
Karvounarakis G., Alexaki S., Christophides V., Plexousakis D. and Scholl M., ‘RQL: A Declarative Query Language for RDF’, Prof. of WWW2002, May 7–11, 2002, Hawaii, USA.
Lake R. et al., ‘Geography Mark-up Language (GML)’, John Wiley, 2004.
Martin P., ‘Knowledge Representation, Sharing, and Retrieval on the Web’, in Web Intelligence, Ning Zhong et al. (eds.), Springer-Verlag, 2003.
Mylopoulos J., ‘Conceptual Modeling and Telos’, in Conceptual Modeling, Databases and CASE, P. Loucopoulos and R. Zicari (eds.), John Wiley, 1992, pp. 49–68.
National Spatial Data Infrastructure, India’s road map for the future, http://www.nsdiindia.org.
Object Management Group, ‘Common Warehouse Metamodel Specification’, at http://www.omg.org/cwm/
OntoWeb, ‘A Survey of Ontology Tools’ (Deliverable 1.3), 31 May 2002, http://www.ontoweb.org (also see Proc. of Intl Conf on Knowledge Eng and Knowledge Mana available at http://ceur-ws.org/vol-62).
Open GIS Consortium, http://www.opengeospatial.org/.
OWL Web Ontology Guide, March 2003, available at http://www.w3.org.
Open Financial Exchange Specification OFX 2.0.2, Open Financial Exchange, http://www.ofx.net/ofx/.
Papazoglou M. P., ‘Unraveling the Semantics of Conceptual Schemas’, Comm. of ACM, 9(58), Sept. 1995, pp. 80–94.
Sarda N.L., ‘A Framework for Application Evolution Management’, Prof. of 10th Australasian Database Conf. (ADC’ 99), Univ. of Auckland, New Zealand, Jan.’ 99.
Sarda N.L., and Jain A., ‘A System for Keyword-based Searching in Databases’, http://arXiv.org/abs/cs/0110052, Octo. 2001.
Semantic Web Organization, http://www.semanticweb.org/.
Sugumaran V. and Storey V.C., ‘Ontologies for Conceptual Modeling: their creation, use, and management’, Data & Knowledge Engineering, 42(2002), pp.251–277.
Suwan Manee S., Benslimane D., Thiran P., ‘Semantic Integration with OWL’, Proc. of Intl. conf. on management of Data (COMAD) 2005, Goa, India, Jan. 2005.
van Harmelen F., Patel-Schneider P.F., and Horrocks I. (ed.), ‘Reference Description of the DAML+OIL (March 2001) ontology markup language’, available at http://www.daml.org/.
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Sarda, N.L. (2007). Ontology-Enabled Database Management Systems. In: Sharman, R., Kishore, R., Ramesh, R. (eds) Ontologies. Integrated Series in Information Systems, vol 14. Springer, Boston, MA. https://doi.org/10.1007/978-0-387-37022-4_20
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DOI: https://doi.org/10.1007/978-0-387-37022-4_20
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