Abstract
Ontologies are seen as the solution to data heterogeneity on the web. However, the available ontologies are themselves source of heterogeneity. This can be overcome by aligning ontologies, or finding the correspondence between their components. These alignments deserve to be treated as objects: they can be referenced on the web as such, be completed by an algorithm that improves a particular alignment, be compared with other alignments and be transformed into a set of axioms or a translation program. We present here a format for expressing alignments in RDF, so that they can be published on the web. Then we propose an implementation of this format as an Alignment API, which can be seen as an extension of the OWL API and shares some design goals with it. We show how this API can be used for effectively aligning ontologies and completing partial alignments, thresholding alignments or generating axioms and transformations.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Bechhofer, S., Voltz, R., Lord, P.: Cooking the semantic web with the OWL API. In: Proc. 2nd International Semantic Web Conference (ISWC), Sanibel Island (FL US) (2003)
Calvanese, D., Giacomo, G.D., Lenzerini, M.: A framework for ontology integration. In: Cruz, I., Decker, S., Euzenat, J., McGuinness, D. (eds.) The emerging semantic web, pp. 201–214. IOS Press, Amsterdam (2002)
Do, H.-H., Melnik, S., Rahm, E.: Comparison of schema matching evaluations. In: Proc. GI-Workshop Web and Databases, Erfurt (DE) (2002), http://dol.unileipzig.de/pub/2002-28
Euzenat, J.: Towards composing and benchmarking ontology alignments. In: ISWC 2003, pp. 165–166 (2003)
Giunchiglia, F., Shvaiko, P.: Semantic matching. In: Proc. IJCAI 2003 Workshop on ontologies and distributed systems, Acapulco (MX), pp. 139–146 (2003)
Horrocks, I., Patel-Schneider, P., Boley, H., Tabet, S., Grosof, B., Dean, M.: SWRL: a semantic web rule language combining OWL and RuleML (2003), www.daml.org/2003/11/swrl/
Madhavan, J., Bernstein, P., Domingos, P., Halevy, A.: Representing and reasoning about mappings between domain models. In: Proc. 18th National Conference on Artificial Intelligence (AAAI 2002), Edmonton (CA), pp. 122–133 (1998), http://citeseer.nj.nec.com/milo98using.html
Mädche, A., Motik, B., Silva, N., Volz, R.: MAFRA – a mapping framework for distributed ontologies. In: Proc. ECAI workshop on Knowledge Transformation for the Semantic web, Lyon (FR), pp. 60–68 (2002)
Noy, N., Musen, M.: Evaluating ontology-mapping tools: requirements and experience. In: Proc. 1st workshop on Evaluation of Ontology Tools (EON2002), EKAW 2002 (2002)
Omelayenko, B.: Integrating vocabularies: discovering and representing vocabulary maps. In: Horrocks, I., Hendler, J. (eds.) ISWC 2002. LNCS, vol. 2342, pp. 206–220. Springer, Heidelberg (2002)
Rahm, E., Bernstein, P.: A survey of approaches to automatic schema matching. VLDB Journal 10(4), 334–350 (2001)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2004 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Euzenat, J. (2004). An API for Ontology Alignment. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds) The Semantic Web – ISWC 2004. ISWC 2004. Lecture Notes in Computer Science, vol 3298. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30475-3_48
Download citation
DOI: https://doi.org/10.1007/978-3-540-30475-3_48
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-23798-3
Online ISBN: 978-3-540-30475-3
eBook Packages: Springer Book Archive