HAIS 2011: Hybrid Artificial Intelligent Systems pp 255-262 | Cite as
Combining OWL Ontology and Schema Annotations in Metadata Management
Conference paper
Abstract
We discuss a problem of using knowledge acquired in semantic annotation and provided by OWL ontology for deciding about the existence of semantic mappings between XML schemas. The problem is identified as a metadata management problem faced in data exchange and data integration systems. We show how AI, semantic Web and database technologies may be combined to obtain schema mappings and to reason about semantic preservation of these mappings.
Keywords
Schema Mapping Tree Pattern Semantic Annotation Schema Annotation Data Integration System
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
Preview
Unable to display preview. Download preview PDF.
References
- 1.Abiteboul, S., Hull, R., Vianu, V.: Foundations of Databases. Addison-Wesley, Reading (1995)MATHGoogle Scholar
- 2.Arenas, M., Barceló, P., Libkin, L., Murlak, F.: Relational and XML Data Exchange. Synthesis Lectures on Data Management. Morgan & Claypool Publishers, San Francisco (2010)MATHGoogle Scholar
- 3.Arenas, M., Pérez, J., Reutter, J.L., Riveros, C.: Foundations of schema mapping management. In: Paredaens, J., Gucht, D.V. (eds.) PODS, pp. 227–238. ACM, New York (2010)Google Scholar
- 4.Brzykcy, G., Bartoszek, J., Pankowski, T.: Schema Mappings and Agents’ Actions in P2P Data Integration System. Journal of Universal Computer Science 14(7), 1048–1060 (2008)Google Scholar
- 5.Corchado, E., Abraham, A., de Carvalho, A.C.P.L.F.: Hybrid intelligent algorithms and applications. Inf. Sci. 180(14), 2633–2634 (2010)MathSciNetCrossRefGoogle Scholar
- 6.Doan, A., Halevy, A.Y.: Semantic integration research in the database community: A brief survey. AI Magazine 26(1), 83–94 (2005)Google Scholar
- 7.Fagin, R.: Inverting schema mappings. ACM Trans. Database Syst. 32(4) (2007)Google Scholar
- 8.Fagin, R., Kolaitis, P.G., Popa, L., Tan, W.C.: Composing schema mappings: Second-order dependencies to the rescue. ACM Trans. Database Syst. 30(4), 994–1055 (2005)CrossRefGoogle Scholar
- 9.Lloyd, J.W.: Foundations of logic programming. Springer, Berlin (1987)CrossRefMATHGoogle Scholar
- 10.Madhavan, J., Bernstein, P.A., Doan, A., Halevy, A.Y.: Corpus-based schema matching. In: ICDE 2005, pp. 57–68. IEEE Computer Society, Los Alamitos (2005)Google Scholar
- 11.OWL 2 Web Ontology Language. Structural Specification and Functional-Style Syntax (2009), http://www.w3.org/TR/owl-syntax
- 12.Pankowski, T.: Detecting semantics-preserving XML schema mappings based on annotations to OWL ontology. In: EDBT/ICDT Workshop on Logic in Databases (LID 2011). ACM Digital Library, New York (2011)Google Scholar
- 13.Rahm, E., Bernstein, P.A.: A survey of approaches to automatic schema matching. The VLDB Journal 10(4), 334–350 (2001)CrossRefMATHGoogle Scholar
Copyright information
© Springer-Verlag Berlin Heidelberg 2011