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REDD: an algorithm for redundancy detection in RDF models

Published: 29 May 2005 Publication History

Abstract

The base of Semantic Web specifications is Resource Description Framework (RDF) as a standard for expressing metadata. RDF has a simple object model, allowing for easy design of knowledge bases. This implies that the size of knowledge bases can dramatically increase; therefore, it is necessary to take into account both scalability and space consumption when storing such bases. Some theoretical results related to blank node semantics can be exploited in order to design techniques that optimize, among others, space requirements in storing RDF descriptions. We present an algorithm, called REDD, that exploits these theoretical results and optimizes the space used by a RDF description.

References

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Berners-Lee, T.: Semantic Web Road map (1998) http://www.w3.org/ DesignIssues/Semantic.html.
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Esposito, F., Iannone, L., Palmisano, I., Semeraro, G.: RDF Core: a Component for Effective Management of RDF Models. In Cruz, I.F., Kashyap, V., Decker, S., Eckstein, R., eds.: Proceedings of SWDB'03, The First International Workshop on Semantic Web and Databases, Co-located with VLDB 2003, Humboldt-Universität, Berlin, Germany, September 7-8, 2003. (2003)
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Gamma, E., Helm, R., Johnson, R., Vlissides, J.: Design Patterns. 1st edn. Addison-Wesley (1995)
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Gutiérrez, C., Hurtado, C., Mendelzon, A.O.: Foundations of Semantic Web Databases. In: Proceedings of ACM Symposium on Principles of Database Systems (PODS) Paris, France, June 2004. (2004)
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Hayes, J., Gutiérrez, C.: Bipartite graphs as intermediate model for rdf. In: International Semantic Web Conference. (2004) 47-61
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Hayes, P.: RDF semantics (2004) W3C Recommendation 10 February 2004 http://www.w3.org/TR/rdf-mt/.
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Iannone, L., Palmisano, I., Redavid, D.: Optimizing RDF storage removing redundancies: an algorithm. In Ali, M., Esposito, F., eds.: Proceedings of the 18th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, Bari, Italy, June 22-25 2005. Lecture Notes in Artificial Intelligence, Springer (2005) (to appear).
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McBride, B.: JENA: A Semantic Web toolkit. IEEE Internet Computing 6 (2002) 55-59
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Cited By

View all
  • (2012)Foundational aspects of semantic web optimizationProceedings of the on SIGMOD/PODS 2012 PhD Symposium10.1145/2213598.2213611(45-50)Online publication date: 20-May-2012
  • (2006)Contextualization of a RDF knowledge base in the VIKEF projectProceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities10.1007/11931584_13(101-110)Online publication date: 27-Nov-2006

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Information & Contributors

Information

Published In

cover image Guide Proceedings
ESWC'05: Proceedings of the Second European conference on The Semantic Web: research and Applications
May 2005
726 pages
ISBN:3540261249
  • Editors:
  • Asunción Gómez-Pérez,
  • Jérôme Euzenat

Sponsors

  • DERI
  • Collexis: Collexis
  • ontoprise GmbH
  • AKT: AKT

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 29 May 2005

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Cited By

View all
  • (2012)Foundational aspects of semantic web optimizationProceedings of the on SIGMOD/PODS 2012 PhD Symposium10.1145/2213598.2213611(45-50)Online publication date: 20-May-2012
  • (2006)Contextualization of a RDF knowledge base in the VIKEF projectProceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities10.1007/11931584_13(101-110)Online publication date: 27-Nov-2006

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