Abstract
The integration and matching of geographic ontologies is a field in which many efforts are being employed. There are many proposals, addressing a diversity of features, both at the concept as at the instance-level. In order to make clear the issues that are involved in the matching process, in this paper we present the formal definition of the heterogeneities that may occur when comparing two geographic ontologies. Some of the heterogeneities are common to the ones found in conventional ontologies integration, and some others are specific for the geographic field. Furthermore, we discuss some still open issues, neglected up to now, but very important to achieve good results in a real scenario.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Aronoff, S.: Geographic Information Systems: A Management Perspective. WDL Publications (1991)
Fonseca, F.T., Davis, C.A., Camara, G.: Bridging ontologies and conceptual schemas in geographic information integration. GeoInformatica 7(4), 355–378 (2003)
Sotnykova, A., Cullot, N., Vangenot, C.: Spatio-temporal schema integration with validation: A practical approach. In: Meersman, R., Tari, Z., Herrero, P. (eds.) OTM 2005 Workshops. LNCS, vol. 3762, pp. 1027–1036. Springer, Heidelberg (2005)
Kalfoglou, Y., Schorlemmer, M.: Ontology mapping: the state of the art. Knowledge Engineering Review 18(1), 1–31 (2003)
Egenhofer, M.J., Franzosa, R.D.: Point set topological relations. International Journal of Geographical Information Systems 5, 161–174 (1991)
Belussi, A., Catania, B., Podestá, P.: Towards topological consistency and similarity of multiresolution geographical maps. In: GIS 2005. Proceedings of the 13th annual ACM international workshop on Geographic information systems, Bremen, Germany, pp. 220–229. ACM Press, New York (2005)
Castano, S., Ferrara, A., Montanelli, S.: Matching ontologies in open networked systems: Techniques and applications. In: Spaccapietra, S., Atzeni, P., Chu, W.W., Catarci, T., Sycara, K.P. (eds.) J. Data Semantics V. LNCS, vol. 3870, pp. 25–63. Springer, Heidelberg (2006)
Noy, N.F.: Tools for mapping and merging ontologies. In: Staab, S., Studer, R. (eds.) Handbook on Ontologies. International Handbooks on Information Systems, pp. 365–384. Springer, Heidelberg (2004)
Giunchiglia, F., Shvaiko, P., Yatskevich, M.: S-match: an algorithm and an implementation of semantic matching. In: Kalfoglou, Y., Schorlemmer, W.M., Sheth, A.P., Staab, S., Uschold, M. (eds.) Semantic Interoperability and Integration, Volume 04391 of Dagstuhl Seminar Proceedings, IBFI, Schloss Dagstuhl, Germany (2005)
Wang, C., Lu, J., Zhang, G.: Integration of ontology data through learning instance matching. In: Web Intelligence, pp. 536–539. IEEE Computer Society, Los Alamitos (2006)
Rahm, E., Do, H.H.: Data cleaning: Problems and current approaches. IEEE Data Eng. Bull. 23(4), 3–13 (2000)
Prabhakar, S., Richardson, J., Srivastava, J., Lim, E.: Instance-level integration in federated autonomous databases. In: Proceeding of the Twenty-Sixth Hawaii International Conference on System Sciences, vol. 3, pp. 62–69 (1993)
Kavouras, M., Kokla, M., Tomai, E.: Comparing categories among geographic ontologies. Computers & Geosciences 31(2), 145–154 (2005)
Kuhn, W.: Modeling the semantics of geographic categories through conceptual integration [29], pp. 108–118
Rodriguez, M.A., Egenhofer, M.J.: Determining semantic similarity among entity classes from different ontologies. IEEE Trans. Knowl. Data Eng. 15(2), 442–456 (2003)
Stoimenov, L., Djordjevic-Kajan, S.: An architecture for interoperable gis use in a local community environment. Computers and Geosciences 31, 211–220 (2005)
Visser, U., Stuckenschmidt, H., Schlieder, C.: Interoperability in gis - enabling technologies. In: Proc. of 5th AGILE Conference on Geographic Information Science, Palma, Spain, April 25-27, 2002 (2002)
Sehgal, V., Getoor, L., Viechnicki, P.D.: Entity resolution in geospatial data integration. In: ACM-GIS 2006, ACM Press, New York (2006)
Kokla, M., Kavouras, M.: Semantic information in geo-ontologies: Extraction, comparison, and reconciliation [28], pp. 125–142
Quix, C., Ragia, L., Cai, L., Gan, T.: Matching schemas for geographical information systems using semantic information. In: Meersman, R., Tari, Z. (eds.) OTM 2006. LNCS, vol. 4276, pp. 1566–1575. Springer, Heidelberg (2006)
Sotnykova, A., Vangenot, C., Cullot, N., Bennacer, N., Aufaure, M.A.: Semantic mappings in description logics for spatio-temporal database schema integration. [28], pp. 143–167
Dobre, A., Hakimpour, F., Dittrich, K.R.: Operators and classification for data mapping in semantic integration. In: Song, I.-Y., Liddle, S.W., Ling, T.-W., Scheuermann, P. (eds.) ER 2003. LNCS, vol. 2813, pp. 534–547. Springer, Heidelberg (2003)
Cruz, I.F., Sunna, W., Chaudhry, A.: Semi-automatic ontology alignment for geospatial data integration. In: Egenhofer, M.J., Freksa, C., Miller, H.J. (eds.) GIScience 2004. LNCS, vol. 3234, pp. 51–66. Springer, Heidelberg (2004)
Worboys, M.F., Duckham, M.: Integrating spatio-thematic information. [29], pp. 346–362
Schwering, A., Raubal, M.: Measuring semantic similarity between geospatial conceptual regions. In: Rodríguez, M.A., Cruz, I., Levashkin, S., Egenhofer, M.J. (eds.) GeoS 2005. LNCS, vol. 3799, pp. 90–106. Springer, Heidelberg (2005)
Volz, S.: Data-driven matching of geospatial schemas. In: Cohn, A.G., Mark, D.M. (eds.) COSIT 2005. LNCS, vol. 3693, pp. 115–132. Springer, Heidelberg (2005)
Beeri, C., Doytsher, Y., Kanza, Y., Safra, E., Sagiv, Y.: Finding corresponding objects when integrating several geo-spatial datasets. In: GIS 2005. Proceedings of the 13th annual ACM international workshop on Geographic information systems, Bremen, Germany, pp. 87–96. ACM Press, New York (2005)
Spaccapietra, S., Zimányi, E. (eds.): Journal on Data Semantics III. LNCS, vol. 3534. Springer, Heidelberg (2005)
Egenhofer, M.J., Mark, D.M. (eds.): GIScience 2002. LNCS, vol. 2478, pp. 25–28. Springer, Heidelberg (2002)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Hess, G.N., Iochpe, C., Ferrara, A., Castano, S. (2007). Towards Effective Geographic Ontology Matching. In: Fonseca, F., Rodríguez, M.A., Levashkin, S. (eds) GeoSpatial Semantics. GeoS 2007. Lecture Notes in Computer Science, vol 4853. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-76876-0_4
Download citation
DOI: https://doi.org/10.1007/978-3-540-76876-0_4
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-76875-3
Online ISBN: 978-3-540-76876-0
eBook Packages: Computer ScienceComputer Science (R0)