Abstract
The retrieval of spatial resources is typically hindered by the lack of exhaustive metadata, linguistic issues, multilingualism, and domain-related terminology mismatches. This paper describes an experimental attempt to set up a knowledge base that will serve as groundwork for harmonising domain knowledge from distinct thematic areas, to enable the semantics-aware annotation of resources, and to support the implementation of novel discovery techniques. Setting this up also required establishing a general work flow for translating ISO-compliant registries into SKOS/RDF data structures and enriching them with structural information. These steps are also presented. The validity of the approach is then evaluated by analysing various applications’ exploitation of the knowledge base in diverse use cases.
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References
AuScope (2011) Spatial Information Service Stack Vocabulary Service http://services.auscope.org/SISSVoc/. Accessed 01 April 2011
Baader F, Calvanese D, McGuinness D, Nardi D, Patel-Schneider P (2003) The description logic handbook: theory, implementation and applications. Cambridge University Press, New York
Bechhofer S, Goble CA (2001) Thesaurus construction through knowledge representation. Data Knowl Eng 37:25–45
Berners-Lee et al (1998) Berners-Lee T, Fielding R, Irvine UC, Masinter L, Uniform Resource Identifiers (URI): Generic Syntax http://www.ietf.org/rfc/rfc2396.txt. Accessed 01 April 2011
Bishr Y (1998) Overcoming the semantic and other barriers to GIS interoperability. Int J Geogr Inf Sci 12(4):299–314
CNR (2011) GI-CAT service broker http://zeus.pin.unifi.it/cgi-bin/twiki/view/GIcat. Accessed 01 April 2011
CUHASI (2011) CUAHSI Hydrologic Information System http://his.cuahsi.org/. Accessed 01 April 2011
D’Amato C, Staab S, Fanizzi N (2008) On the Influence of Description Logics Ontologies on Conceptual Similarity. Proc. of Int. Conf. on Knowledge Engineering and Knowledge Management Knowledge Patterns, 29th September-3rd October 2008, Acitrezza, Catania, Italy
Efthimiadis E (1996) Query expansion. Annu Rev Inf Syst Technol (ARIST) 31:121–187
EIONET (2011) The GEneral Multilingual Environmental Thesaurus (GEMET). http://www.eionet.europa.eu/gemet. Accessed 01 April 2011
EU Publications Office (2011) EuroVoc, the EU’s multilingual thesaurus. http://eurovoc.europa.eu/drupal/. Accessed 01 April 2011
EuroGEOSS (2011) EuroGEOSS, the European approach to GEOSS http://www.eurogeoss.eu/. Accessed 01 April 2011
EuroGEOSSb (2011) GEOSS Societal Benefit Areas http://en.wikipedia.org/wiki/Societal_Benefit_Areas. Accessed 01 April 2011
Euzenat J, Shvaiko P (2007) Ontology matching. Springer, Heidelberg
FAO (2011) The AGROVOC Thesaurus. http://aims.fao.org/website/AGROVOC-Thesaurus/sub. Accessed 01 April 2011
GEMET (2011) GEMET RDF Schema http://www.eionet.europa.eu/gemet/2004/06/gemet-schema.rdf. Accessed 01 April 2011
GeoConnections (2011) Canadian Geospatial Data Infrastructure Architecture Description. http://www.geoconnections.org/publications/tvip/arch_E/CGDI_Architecture_final_E.html. Accessed 01 April 2011
GEOSS (2011) GEOSS 2009–2011 Work Plan http://www.grouponearthobservations.org/cdb/geoss_imp.php. Accessed 01 April 2011
GEOSSb (2011) Architecture Implementation Pilot Phase 3. http://sites.google.com/a/aip3.ogcnetwork.net/home/home. Accessed 01 April 2011
INSPIRE (2008) INSPIRE Metadata Drafting Team, 2008. INSPIRE Metadata Regulation. http://www.inspire-geoportal.eu/index.cfm/pageid/241/documentid/405/doctype/0. Accessed 01 April 2011
INSPIRE (2009) INSPIRE Drafting Team on Data Specification, 2009. INSPIRE Generic Conceptual Model (D 2.5, Version 3.2). http://www.esmis.government.bg/dox/inspire/7/D2.5_v3.2.pdf. Accessed 01 April 2011
INSPIRE (2011) INSPIRE site homepage http://inspire.jrc.ec.europa.eu/. Accessed 01 April 2011
ISO (2005) ISO 19135:2005, Geographic information - Procedures for item registration http://www.iso.org/iso/iso_catalogue/catalogue_tc/catalogue_detail.htm?csnumber=32553. Accessed 14 July 2011
Lutz M, Klien E (2006) Ontology-based retrieval of geographic information. Int J Geogr Inf Sci 20(3):233–260
Maguire DJ, Longley PA (2005) The emergence of geoportals and their role in spatial data infrastructures. Comp Env Urb Syst 29:13–14
Masser I (2005) GIS worlds: creating spatial data infrastructures. ESRI, Redlands
Nogueras-Iso J, Zarazaga-Soria FJ, Muro-Medrano PR (2005) Geographic information metadata for spatial data infrastructures: resources, interoperability and information retrieval. Springer, New York
OAEI (2011) OAEI 2007 environment Trilateral Thesaurus Mapping Task http://oaei.ontologymatching.org/2007/environment/. Accessed 01 April 2011
Official Journal of the European Union - Directive 2007/2/EC of the European Parliament and of the Council of 14 March 2007 establishing an Infrastructure for Spatial Information in the European Community (INSPIRE). http://eur-lex.europa.eu/JOHtml.do?uri=OJ:L:2007:108:SOM:EN:HTML. Accessed 01 April 2011
OMG (2007) MOF 2.0 / XMI Mapping Specification, v2.1.1 http://www.omg.org/technology/documents/formal/xmi.htm. Accessed 01 April 2011
OMG (2009) Ontology Definition Metamodel (ODM) 1.0 http://www.omg.org/spec/ODM/1.0/. Accessed 13 July 2011
Peters C (Ed) (2001) Cross-Language Information Retrieval and Evaluation. Workshop of Cross-Language Evaluation Forum, CLEF 2000. LNCS 2069, IX
Smits PC, Friis-Christensen A (2007) Resource discovery in a European spatial data infrastructure. IEEE Trans Knowl Data Eng 19:85–95
USDA (2011) National Agricultural Library Thesaurus and Glossary. http://agclass.nal.usda.gov/agt.shtml. Accessed 01 April 2011
W3C (2008) SPARQL Query Language for RDF, W3C Recommendation. http://www.w3.org/TR/rdf-sparql-query/. Accessed 01 April 2011
W3C (2011) SKOS Simple Knowledge Organization System. http://www.w3.org/2004/02/skos/. Accessed 01 April 2011
W3Cb (2011) Linked Data http://www.w3.org/standards/semanticweb/data Accessed 14 July 2011
Acknowledgements
This work is partially funded by the GENESIS FP7 project in the context of research on Semantic Web and Multilingualism. We also thank the partners in the EuroGEOSS project for contributing to the improvement and employability of the RDF repository.
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Communicated by: H. A. Babaie
Appendixes
Appendixes
Appendix A
Stylesheet translating the ISO 19135 registries into SKOS
Appendix B
XMI output for the generalisation relation in Fig. 5
Appendix C
Stylesheet for processing XMI data to derive generalisation relations
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Fugazza, C. Toward semantics-aware annotation and retrieval of spatial data. Earth Sci Inform 4, 225–239 (2011). https://doi.org/10.1007/s12145-011-0088-1
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DOI: https://doi.org/10.1007/s12145-011-0088-1