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Ontology-based geospatial data query and integration

By:
, , ,
DOI: 10.1007/978-3-540-87473-7-24

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Abstract

Geospatial data sharing is an increasingly important subject as large amount of data is produced by a variety of sources, stored in incompatible formats, and accessible through different GIS applications. Past efforts to enable sharing have produced standardized data format such as GML and data access protocols such as Web Feature Service (WFS). While these standards help enabling client applications to gain access to heterogeneous data stored in different formats from diverse sources, the usability of the access is limited due to the lack of data semantics encoded in the WFS feature types. Past research has used ontology languages to describe the semantics of geospatial data but ontology-based queries cannot be applied directly to legacy data stored in databases or shapefiles, or to feature data in WFS services. This paper presents a method to enable ontology query on spatial data available from WFS services and on data stored in databases. We do not create ontology instances explicitly and thus avoid the problems of data replication. Instead, user queries are rewritten to WFS getFeature requests and SQL queries to database. The method also has the benefits of being able to utilize existing tools of databases, WFS, and GML while enabling query based on ontology semantics. ?? 2008 Springer-Verlag Berlin Heidelberg.

Additional Publication Details

Publication type:
Conference Paper
Publication Subtype:
Conference Paper
Title:
Ontology-based geospatial data query and integration
ISBN:
3540874720; 9783540874720
DOI:
10.1007/978-3-540-87473-7-24
Volume
5266 LNCS
Year Published:
2008
Language:
English
Larger Work Title:
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
First page:
370
Last page:
392
Number of Pages:
23
Conference Title:
5th International Conference on Geographic Information Science, GIScience 2008
Conference Location:
Park City, UT
Conference Date:
23 September 2008 through 26 September 2008