Skip to main content

Querying and Integrating Ontologies Viewed as Conceptual Schemas

  • Conference paper
Conceptual Modeling - ER 2003 (ER 2003)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2813))

Included in the following conference series:

  • 867 Accesses

Abstract

Real-world ontologies have associated data sets. In order to exploit ontologies as a means to provide semantics to the data it is necessary not only to reason about concepts and their properties but also to be able to query the underlying data and efficiently obtain answers. We view ontologies as conceptual schemas that are populated with data. We define a generic graph-based representation for ontology schemas and provide a language for querying ontologies. This language is appropriate for ontology transformation and ontology integration. We show how ontologies can be integrated by defining views over multiple ontologies, and how user queries can be specified using views. Our approach can be easily implemented on top of a relational database management system.

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. Amann, B., Beeri, C., Fundulaki, I., Scholl, M.: Ontology-Based Integration of XML Web Resources. In: Proc. of the International Semantic Web Conference, pp. 117–131 (2002)

    Google Scholar 

  2. Brickley, D., Guha, R.: RDF Vocabulary Description Language 1.0: RDF Schema. W3C Working Draft, (January 23, 2003), Available on line at http://www.w3.org/TR/2003/WD-rdf-schema-20030123/

  3. Broekstra, J., Klein, M.C.A., Decker, S., Fensel, D., van Harmelen, F.: Enabling Knowledge Representation on the Web by Extending RDF Schema. Computer Networks 39(5), 609–634 (2002)

    Article  Google Scholar 

  4. Calvanese, D., Giacomo, G.D., Lenzerini, M.: A Framework for Ontology Integration. In: Proc. of the Semantic Web Working Symposium (2001)

    Google Scholar 

  5. Erdman, M., Studer, R.: How to Structure and Access XML documents with Ontologies. Data & Knowledge Engineering 36(3), 317–335 (2001)

    Article  Google Scholar 

  6. Fensel, D., Horrocks, I., van Harmelen, F., Decker, S., Erdmann, M., Klein, M.C.A.: OIL in a nutsell. In: Dieng, R., Corby, O. (eds.) EKAW 2000. LNCS (LNAI), vol. 1937, pp. 1–16. Springer, Heidelberg (2000)

    Chapter  Google Scholar 

  7. Fundulaki, I., Amann, B., Scholl, M., Beeri, C., Vercoustre, A.-M.: Mapping xml fragments to community web ontologies. In: Proc. of the Fourth International Workshop on the Web and Databases (2001)

    Google Scholar 

  8. Garcia-Molina, H., Papakonstantinou, Y., Quass, D., Rajaraman, A., Sagiv, Y., Ullman, J.D., Vassalos, V., Widom, J.: The TSIMMIS Approach to Mediation: Data Models and Languages. Journal of Intelligent Information Systems 8(2), 117–132 (1997)

    Article  Google Scholar 

  9. Guarino, N., Welty, C.A.: A Formal Ontology of Properties. In: Proc. of the 12th Intl. Conf. on Knowledge Engineering and Knowledge Management. LNCS. Springer, Heidelberg (2000)

    Google Scholar 

  10. Horrocks, I.: DAML+OIL: a Reason-able Web Ontology Language. In: Proc. of the 5th Intl. Conf. on Extending Database Technology, pp. 2–13 (2002)

    Google Scholar 

  11. Horrocks, I., Sattler, U.: Ontology Reasoning in the SHOQ(D) Description Logic. In: Proc. of the 17th Intl. Joint Conference on Artificial Intelligence, pp. 199–204 (2001)

    Google Scholar 

  12. Horrocks, I., Tessaris, S.: Querying the Semantic Web: A Formal Approach. In: Proc. Of the International Semantic Web Conference, pp. 177–191 (2002)

    Google Scholar 

  13. Hull, R.: Managing Semantic Heterogeneity in Databases: A Theoretical Perspective. In: Proc. of the 16th ACM Symp. on Principles of Database Systems, pp. 51–61 (1997)

    Google Scholar 

  14. Kifer, M., Lausen, G., Wu, J.: Logical Foundations of Object-Oriented and Frame-Based Languages. Journal of the ACM 42(4), 741–843 (1995)

    Article  MATH  MathSciNet  Google Scholar 

  15. Lenzerini, M.: Data Integration: A Theoretical Perspective. In: Proc. of the 21st ACM Symp. on Principles of Database Systems, pp. 233–246 (2002)

    Google Scholar 

  16. Theodoratos, D.: Semantic Integration and Querying of Heterogeneous Data Sources Using a Hypergraph Data Model. In: Proc. of the 19th British National Conference on Databases, pp. 166–182 (2002)

    Google Scholar 

  17. Ullman, J.: Information Integration Using Logical Views. In: Proc. of the 6th Intl. Conf. on Database Theory (1997)

    Google Scholar 

  18. Welty, C.A., Guarino, N.: Supporting Ontological Analysis of Taxonomic Relationships. Data & Knowledge Engineering 39(1), 51–74 (2001)

    Article  MATH  Google Scholar 

  19. Wiederhold, G.: Mediators in the Architecture of Future Information Systems. Computer 25(3), 38–49 (1992)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2003 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Theodoratos, D., Dalamagas, T. (2003). Querying and Integrating Ontologies Viewed as Conceptual Schemas. In: Song, IY., Liddle, S.W., Ling, TW., Scheuermann, P. (eds) Conceptual Modeling - ER 2003. ER 2003. Lecture Notes in Computer Science, vol 2813. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-39648-2_42

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-39648-2_42

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-20299-8

  • Online ISBN: 978-3-540-39648-2

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics