Ontology-Driven Description of Spatial Data for Their Semantic Processing

  • Miguel Torres
  • Rolando Quintero
  • Marco Moreno
  • Frederico Fonseca
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3799)

Abstract

We use ontologies in this paper to search for alternative representations of geographic objects thus providing a description of these objects in cartographic vector maps. We define ontologies based on two types of concepts (“terminal” and “non-terminal”) and two kinds of relations (“has” and “is-a”). These are the basic elements used to describe a map. We also present a case study in which an ontology for topographic maps is created. Our approach is oriented towards solving heterogeneity and interoperability issues in GIS.

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References

  1. 1.
    Berendt, B., Barkowsky, T., Freksa, C., Kelter, S.I.E.: Spatial Cognition - An Interdisciplinary Approach to Representing and Processing Spatial Knowledge. In: Spatial Representation with Aspect Maps, pp. 157–175. Springer, Heidelberg (1998)Google Scholar
  2. 2.
    Guarino, N.: Formal Ontology and Information Systems. In: Proceedings of the International Conference on Formal Ontology in Information Systems, pp. 3–15. Kluwer Academic Publishers, IOS Press, Trento (1998)Google Scholar
  3. 3.
    Fonseca, F., Davis, C., Câmara, G.: Bridging Ontologies and Conceptual Schemas in Geographic Information Integration. GeoInformatica 7(4), 355–378 (2003)CrossRefGoogle Scholar
  4. 4.
    Gruber, T.R.: Toward Principles for the Design of Ontologies Used for Knowledge Sharing. International Journal of Human and Computer Studies 43(5/6), 907–928 (1995)CrossRefGoogle Scholar
  5. 5.
    Mark, D., Egenhofer, M., Hirtle, S., Smith, B.: UCGIS Emerging Research Theme: Ontological Foundations for Geographic Information Science. In: UCGIS Emerging Research (2000)Google Scholar
  6. 6.
    Mark, D., Smith, B., Tversky, B.: Ontology and Geographic Objects: An Empirical Study of Cognitive Categorization. In: Proceedings of the Spatial Information Theory: A Theoretical Basis for GIS, Stade, Germany, pp. 283–298 (1999)Google Scholar
  7. 7.
    Mustière, S., Moulin, B.: What is Spatial Context in Cartographic Generalisation? In: Proceedings of the Symposiun on Geospatial Theory, Process and Applications, Ottawa, Canada (2002)Google Scholar
  8. 8.
    Smith, B., Mark, D.: Ontology and Geographic Kinds. In: Proceedings of the 8th International Sysmposium on Spatail Data Handling, Vancouver, Canada, pp. 308–320 (1998)Google Scholar
  9. 9.
    Torres, M., Levachkine, S.: Generating Spatial Ontologies based on Spatial Semantics. In: Proceedings of the International Workshop on Semantic Processing of Spatial Data, Mexico City, Mexico, pp. 163–178 (2003)Google Scholar
  10. 10.
    Worboys, M.F.: Metrics and Topologies for Geographic Space. In: Proceedings of the International Symposium on Spatial Data Handling, Delft, Netherlands, pp. 7A.1–7A.11 (1996)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Miguel Torres
    • 1
  • Rolando Quintero
    • 1
  • Marco Moreno
    • 1
  • Frederico Fonseca
    • 2
  1. 1.Geoprocessing LaboratoryCentre for Computing Research, IPNMexico CityMexico
  2. 2.School of Information Sciences and TechnologyPennsylvania State UniversityUSA

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