Towards Effective Geographic Ontology Matching

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.

[1]  Angela Schwering,et al.  Measuring Semantic Similarity Between Geospatial Conceptual Regions , 2005, GeoS.

[2]  Christelle Vangenot,et al.  Spatio-temporal Schema Integration with Validation: A Practical Approach , 2005, OTM Workshops.

[3]  Yannis Kalfoglou,et al.  Ontology mapping: the state of the art , 2003, The Knowledge Engineering Review.

[4]  Stefano Spaccapietra,et al.  Journal on Data Semantics III , 2005, Journal on Data Semantics III.

[5]  Klaus R. Dittrich,et al.  Operators and Classification for Data Mapping in Semantic Integration , 2003, ER.

[6]  Isabel F. Cruz,et al.  Semi-automatic Ontology Alignment for Geospatial Data Integration , 2004, GIScience.

[7]  Marinos Kavouras,et al.  Comparing categories among geographic ontologies , 2005, Comput. Geosci..

[8]  MAX J. EGENHOFER,et al.  Point Set Topological Relations , 1991, Int. J. Geogr. Inf. Sci..

[9]  Michael F. Worboys,et al.  Integrating Spatio-Thematic Information , 2002, GIScience.

[10]  Silvana Castano,et al.  Matching Ontologies in Open Networked Systems: Techniques and Applications , 2006, J. Data Semant..

[11]  Slobodanka Djordjevic-Kajan,et al.  An architecture for interoperable GIS use in a local community environment , 2005, Comput. Geosci..

[12]  Tok Wang Ling,et al.  Conceptual Modeling - ER 2003 , 2003, Lecture Notes in Computer Science.

[13]  Frederico T. Fonseca,et al.  Bridging Ontologies and Conceptual Schemas in Geographic Information Integration , 2003, GeoInformatica.

[14]  Werner Kuhn,et al.  Modeling the Semantics of Geographic Categories through Conceptual Integration , 2002, GIScience.

[15]  Stephan Winter,et al.  Spatial Information Theory, 8th International Conference, COSIT 2007, Melbourne, Australia, September 19-23, 2007, Proceedings , 2007, COSIT.

[16]  Marinos Kavouras,et al.  Semantic Information in Geo-Ontologies: Extraction, Comparison, and Reconciliation , 2005, J. Data Semant..

[17]  Stefano Spaccapietra,et al.  Data Semantics V , 2006 .

[18]  Barbara Catania,et al.  Towards topological consistency and similarity of multiresolution geographical maps , 2005, GIS '05.

[19]  Steffen Staab,et al.  International Handbooks on Information Systems , 2013 .

[20]  S. Aronoff Geographic Information Systems: A Management Perspective , 1989 .

[21]  Fausto Giunchiglia,et al.  S-Match: an Algorithm and an Implementation of Semantic Matching , 2004, ESWS.

[22]  Erhard Rahm,et al.  Data Cleaning: Problems and Current Approaches , 2000, IEEE Data Eng. Bull..

[23]  Catriel Beeri,et al.  Finding corresponding objects when integrating several geo-spatial datasets , 2005, GIS '05.

[24]  Chao Wang,et al.  Integration of Ontology Data through Learning Instance Matching , 2006, 2006 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2006 Main Conference Proceedings)(WI'06).

[25]  Lise Getoor,et al.  Entity resolution in geospatial data integration , 2006, GIS '06.

[26]  Steffen Volz,et al.  Data-Driven Matching of Geospatial Schemas , 2005, COSIT.

[27]  Nacéra Bennacer,et al.  Semantic Mappings in Description Logics for Spatio-temporal Database Schema Integration , 2005, J. Data Semant..

[28]  Max J. Egenhofer,et al.  Determining Semantic Similarity among Entity Classes from Different Ontologies , 2003, IEEE Trans. Knowl. Data Eng..

[29]  Natalya Fridman Noy Tools for Mapping and Merging Ontologies , 2004, Handbook on Ontologies.

[30]  Tian Gan,et al.  Matching Schemas for Geographical Information Systems Using Semantic Information , 2006, OTM Workshops.

[31]  Jaideep Srivastava,et al.  Instance-level integration in federated autonomous databases , 1993, [1993] Proceedings of the Twenty-sixth Hawaii International Conference on System Sciences.