Skip to main content

Preference-Based Integration of Relational Databases into a Description Logic

  • Conference paper
Database and Expert Systems Applications (DEXA 2007)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4653))

Included in the following conference series:

Abstract

This paper aims to bridge the gap between legacy databases and knowledge bases in the context of the Semantic Web. Such approaches may facilitate the design of ontologies and thus accelerate the adoption of the next generation Web. We have implemented a mapping-based system where sources are relational databases and the target is a Description Logics based knowledge base. The cornerstone of this approach is the consideration that the Description Logics ABox is a view of the relational database. In this solution, the target is materialized and a global-as-view approach is adopted. In order to deal with possible cases of inconsistencies, we support the setting of preferences over the views of the mapping.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Baader, F., Calvanese, D., McGuinness, D., Nardi, D., Patel-Schneider, P.: The Description Logic Handbook: Theory, Implementation and Applications. Cambridge University Press, Cambridge (2003)

    MATH  Google Scholar 

  2. Bertossi, L., Chomicki, J.: Query Answering in Inconsistent Databases. In: Chomicki, J., Saake, G., van der Meyden, R. (eds.) Logics for emerging applications of databases(Chapter in book), Springer, Heidelberg (2003)

    Google Scholar 

  3. Chomicki, J.: Preference Formulas in Relational Queries. ACM Trans. Database System 28, 427–466 (2003)

    Article  Google Scholar 

  4. Curé, O., Squelbut, R.: Integrating data into an OWL Knowledge Base via the DBOM Protégé plug-in. In: Proc. of the 9th International Protégé conference (2006)

    Google Scholar 

  5. Curé, O.: XIMSA: eXtended Interactive Multimedia System for Auto-medication IEEE Computer-Based Medical System Symposium (CBMS), pp. 570–575 (2004)

    Google Scholar 

  6. Dean, M., Schreiber, G.: OWL Web Ontology Language Reference. 2004. W3C Recommendation (February 10, 2004)

    Google Scholar 

  7. Fagin, R., Kolaitis, P., Miller, R., Popa, L.: Data exchange: semantics and query answering. In: Calvanese, D., Lenzerini, M., Motwani, R. (eds.) ICDT 2003. LNCS, vol. 2572, pp. 207–224. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  8. Fishburn, P.C.: Utility Theory for Decision Making. Wiley, Chichester (1970)

    MATH  Google Scholar 

  9. Gómez-Pérez, A., Fernández-López, M., Corcho, O.: Ontological Engineering. Springer, Heidelberg (2003)

    Google Scholar 

  10. Kieβling, W.: Foundations of Preferences in Database Systems. In: Proc. of the 28th International Conference on Very Large Data Bases (VLDB). pp. 311–322 (2002)

    Google Scholar 

  11. Kolaitis, P.: Schema mappings, data exchange, and metadata management. In: Proc. ACM Symposium on Principles of Database Systems (PODS), pp. 61–75. ACM Press, New York (2005)

    Google Scholar 

  12. Lacroix, M., Lavency, P.: Preferences: Putting More Knowledge into Queries. In: Proc. 13th International Conference on Very Large Data Bases (VLDB). pp. 217–225 (1987)

    Google Scholar 

  13. Lenzerini, M.: Data integration: a theoretical perspective. In: Proc. ACM Symposium on Principles of Database Systems (PODS 2002), pp. 233–246 (2002)

    Google Scholar 

  14. Levesque, H., Lakemeyer, G.: The Logic of Knowledge Bases. MIT Press, Cambridge (2001)

    MATH  Google Scholar 

  15. Levy, A.Y.: Obtaining Complete Answers from Incomplete Databases. In: Proc. VLDB 1996. pp. 402–412 (1996)

    Google Scholar 

  16. Wijsen, j.: Condensed representation of database repairs for consistent query answering. In: Calvanese, D., Lenzerini, M., Motwani, R. (eds.) ICDT 2003. LNCS, vol. 2572, pp. 378–393. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Roland Wagner Norman Revell Günther Pernul

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Curé, O., Jochaud, F. (2007). Preference-Based Integration of Relational Databases into a Description Logic. In: Wagner, R., Revell, N., Pernul, G. (eds) Database and Expert Systems Applications. DEXA 2007. Lecture Notes in Computer Science, vol 4653. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74469-6_83

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-74469-6_83

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-74467-2

  • Online ISBN: 978-3-540-74469-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics