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An Architecture for Retrieval of RDF-Described Scientific Data Semantics

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XML-Based Data Management and Multimedia Engineering — EDBT 2002 Workshops (EDBT 2002)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2490))

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Abstract

The results of scientific activities that include observations, experiments, interactions, deductions, etc. are stored in data sets and typically kept and managed in an ad-hoc manner. It requires a substantial effort to discover and evaluate data quality and suitability for a particular analysis. The provision of appropriate metadata and links to related resources enables the possibility of intelligent assistance in finding and evaluating data sets for scientific research. This paper presents a method for describing and retrieving semantic information from meteorological data. We have developed appropriate support and retrieval services to enable inference and retrieval tasks over scientific data sets semantics. The conceptualization of the subject domain including the development of the vocabulary is performed using RDF model and schema constructs. Our work achieves its primary goal, which is to enable machine processing of semantic information.

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References

  1. M. Kobayashi, K. Takeda “Information retrieval on the web”, ACM Computing Survey. June 2000, Pages 144–173

    Google Scholar 

  2. Lawrence, Giles “Accessibility of information on the web”, Nature, Vol. 400, pp. 107–109, 1999, Available at: http://www.metrics.com

    Article  Google Scholar 

  3. T. Berners-Lee, D. Connolly, R. Swick “Web Architecture: Describing and Exchanging Data”, June 1999, Available at: http://www.w3.org/1999/04/WebData

  4. WWW Consortium “Resource Description Framework (RDF), Model and Syntax Specification”, Available at: http://w3.org./TR/REC-rdf-syntax

  5. WWW Consortium “Resource Description Framework (RDF) Schema Specification”, Candidate Recommendation, Available at: http://w3.org./TR/1999/RECrdf-schema

  6. G. Soldar, D. Smith “Retrieving Semantics from Scientific Data: A Domain Specific Approach Using RDF”, Proceedings of the IASTED International Symposia on Applied Informatics, Innsbruck, Austria, February 2001

    Google Scholar 

  7. F. Reynolds “An RDF Framework for Resource Discovery”, Proceedings of the 2 nd International Workshop on the Semantic Web- SemWeb2001, Hongkong, China, May 2001

    Google Scholar 

  8. S. Decker, S. Melnik, F. Van Harmelen, D. Fensel, M. Klein, J. Broekstra, M. Erdmann, I. Horrocks “The Semantic Web: The Roles of XML and RDF”, IEEE Internet Computing, September-October 2000, Pages 63–73

    Google Scholar 

  9. S. Toivonen “Using RDF(S) to provide multiple views into a single ontology”, Proceedings of the 2 nd International Workshop on the Semantic Web- SemWeb2001, Hongkong, China, May 2001

    Google Scholar 

  10. P. Mitra, G. Wiederhold, M. Kersten: “A Graph-Oriented Model for Articulation of Ontology Interdependencies”, in Proceedings of Conference on Extending Database Technology, (EDBT 2000), Konstanz, Germany, Mar. 2000. Available at: http://www-db.stanford.edu/~prasen9/graphmodel.pdf

  11. C. H. Goh, S. Bressan, S. Madnik, M. Siegel, “Context Interchange: New Features and Formalisms for the Intelligent Integration of Information”, ACM transaction on Information Systems, July 1999.

    Google Scholar 

  12. D. Smith, M. Lopez, “Information finding and filtering for collections of semi-structured documents”, Proc. INFORSID XV, Toulouse, 353–367, 1997.

    Google Scholar 

  13. H. Garcia-Molina, J. Hammer, K. Ireland, J. Ppapakonstantinou, J. Ullman, J. Widom “Integrating and Accessing Heterogeneous Information Sources in TSIMMIS”, 1997, Available at: http://www-db.stanford.edu

  14. A. Tomasic, L. Raschid, P. Valduriez, Scaling Access to Heterogeneous Data Sources with Disco, IEEE Transactions on knowledge and Data Engineering, September 1998.

    Google Scholar 

  15. R. Cattel, D. Barry et al., Object Database Standard-ODMG 2.0., Morgan Kaufmann, 1997.

    Google Scholar 

  16. G. Mecca, P. Merialdo, P. Atzeni, “Araneus in the Era of XML”, Bulletin of the IEEE CSTC on Data Engineering, September 1999.

    Google Scholar 

  17. WWW Consortium “Namespaces in XML” Available at: http://w3.org./TR/REC-xml-names

  18. T. Gruber “Towards Principles for the Design of Ontologies Used for Knowledge Sharing”, International Workshop on Formal Ontology, Padova, Italy, 1993.

    Google Scholar 

  19. Janne Saarela “SiRPAC-Simple RDF Parser and Cimpiler”, Available at: http://www.w3.org/RDF/Implementations/SiRPAC

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© 2002 Springer-Verlag Berlin Heidelberg

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Soldar, G., Smith, D. (2002). An Architecture for Retrieval of RDF-Described Scientific Data Semantics. In: Chaudhri, A.B., Unland, R., Djeraba, C., Lindner, W. (eds) XML-Based Data Management and Multimedia Engineering — EDBT 2002 Workshops. EDBT 2002. Lecture Notes in Computer Science, vol 2490. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-36128-6_31

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  • DOI: https://doi.org/10.1007/3-540-36128-6_31

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-00130-0

  • Online ISBN: 978-3-540-36128-2

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