Skip to main content

Formalizing Mappings for OWL Spatiotemporal Ontologies

  • Conference paper
Database and Expert Systems Applications (DEXA 2006)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 4080))

Included in the following conference series:

Abstract

Ontology mappings provide a common layer which allows distributed applications to share and to exchange semantic information. Providing mechanized ways for mapping ontologies is a challenging issue and main problems to be faced are related to structural and semantic heterogeneity. The complexity of these problems increases in the presence of spatiotemporal information such as geometry and topological intrinsic characteristics. Our proposal is intended for spatiotemporal ontologies and focuses on providing an integrated access to information sources using local ontologies. Our approach is set to build a system that guides users to derive meaningful mappings and to reason about them. To achieve this we use a description logic extended to spatiotemporal concrete domain. The ontology of each source is normalized in a common extended Ontology Web Language (OWL) which enables a natural correspondence with the spatiotemporal description logic formalism.

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. Rahm, A., Bernstein, A.: A survey of approaches to automatic schema matching. The Very Large Database Journal 10(4), 334–350 (2001)

    Article  MATH  Google Scholar 

  2. Kalfoglou, Y., Schorlemmer, M.: Ontology mapping: the state of the art. The Knowledge Engineering Review 18(1), 1–31 (2003)

    Article  Google Scholar 

  3. Noy, N.F., Klein, M.: Ontology evolution: not the same as schema evolution. Knowledge and Information Systems (2002)

    Google Scholar 

  4. Haarslev, V., Lutz, C., Möller, R.: A Description Logic with Concrete Domains and a Role-forming Predicate Operator. Journal of Logic and Computation 9(3) (1999)

    Google Scholar 

  5. Baader, F., Horrocks, I., Sattler, U.: Description logics as ontology languages for the semantic web. LNCS (LNAI). Springer, Heidelberg (2003)

    Google Scholar 

  6. Cohn, A.G., Hazarika, S.M.: Qualitative Spatial Representation and Reasoning: an Overview. Fundamenta Informaticae 46(1-2), 1–29 (2001)

    MATH  MathSciNet  Google Scholar 

  7. Baader, F., Hanschke, P.: A scheme for integrating concrete domains into concept languages. In: Proceedings of the Twelfth International Joint Conference on Artificial Intelligence (IJCAI), pp. 452–457 (1991)

    Google Scholar 

  8. Lutz, C.: Description Logics with Concrete Domains - A Survey. In: Advances in Modal Logics, vol. 4. King’s College Publications (2003)

    Google Scholar 

  9. Noy, N., Musen, M.: PROMPT: algorithm and tool for automated ontology merging and alignment. In: Proceedings of the 17th National Conference on Artificial Intelligence (AAAI) (2000)

    Google Scholar 

  10. Noy, N.F., Musen, M.: PROMPTDIFF: a fixed-point algorithm for comparing ontology versions. In: Proceedings of the 18th National Conference on Artificial Intelligence (AAAI) (2002)

    Google Scholar 

  11. Mitra, P., Wiederhold, G.: Resolving terminological heterogeneity in ontologies. In: Proceedings of the ECAI workshop on Ontologies and Semantic Interoperability (2002)

    Google Scholar 

  12. Doan, A., Madhavan, J., Domingos, P., Halevy, A.: Learning to map between ontologies on the semantic web. In: Proceedings of the 11th International World Wide Web Conference (WWW) (2002)

    Google Scholar 

  13. Stumme, G., Maedche, A.: Ontology merging for federated ontologies on the semantic web. In: Proceedings of the International Workshop for Foundations of Models for Information Integration (FMII) (2001)

    Google Scholar 

  14. Maedche, A., Motik, B., Silva, N., Volz, R.: MAFRA – A MApping FRAmework for Distributed Ontologies. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS, vol. 2473, p. 235. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  15. Mena, E., Kashyap, V., Illarramendi, A., Sheth, A.: Domain Specific Ontologies for Semantic Information Brokering on the Global Information Infrastructure. In: Proceedings of the 1st International Conference on Formal Ontology in Information Systems (FOIS 1998) (1998)

    Google Scholar 

  16. Calvanese, D., De Giacomo, G., Lenzerini, M.: A Framework for Ontology Integration. In: Proceedings of International Semantic Web Working Symposium (SWWS 2001), pp. 301–316 (2001)

    Google Scholar 

  17. Madhavan, J., Bernstein, P.A., Domingos, P., Halevy, A.: Representing and reasoning about mappings between domain models. In: Proceedings of the 18th National Conference on Artificial Intelligence (AAAI 2002) (2002)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Bennacer, N. (2006). Formalizing Mappings for OWL Spatiotemporal Ontologies. In: Bressan, S., Küng, J., Wagner, R. (eds) Database and Expert Systems Applications. DEXA 2006. Lecture Notes in Computer Science, vol 4080. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11827405_36

Download citation

  • DOI: https://doi.org/10.1007/11827405_36

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-37871-6

  • Online ISBN: 978-3-540-37872-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics