Abstract
This paper describes a novel approach of detecting misalignment at the time of aligning two different ontologies, and of eliminating the misalignments. Our objective is to reduce limitation of a specific technique of ontology alignment. Two aligned sets extracted by different alignment techniques from the same pair of ontology, are fed to the misalignment detection and elimination process to produce better alignments. Our experiments demonstrate that our method, taking advantage of misalignment detection and elimination, shows a good recall and precision.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Do, H.-H., Rahm, E.: COMA - a system for flexible combination of schema matching approaches. In: Proc. of the 28th VLDB Conference, Hong Kong, August 2001, pp. 610–621 (2001)
Ehrig, M., Haase, P., Stojanovic, N., Hefke, M.: Similarity for ontologies – A Comprehensive Framework. In: 13th European Conference on Information Systems (May 2005)
Euzenat, J., Stuckenschmidt, H., Yatsevich, M.: Introduction to the Ontology Alignment Evaluation 2005 (October 2005) Portable Document Format. Available at, http://km.aifb.uni-karlsruhe.de/ws/intont2005/intontPresentationsOAEI.pdf [cited January 12, 2006]
Euzenat, J.: An API for ontology alignment. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 698–712. Springer, Heidelberg (2004)
Euzenat, J., Valtchev, P.: Similarity-based ontology alignment in OWL-lite. In: 16th European Conference on Artificial Intelligence, ECAI (November 2004)
Hu, W., Jian, N., Qu, Y., Wang, Y.: GMO: A graph matching for ontologies. In: K-Cap Workshop on Integrating Ontologies, Banff, Canada, pp. 41–48 (2005)
Jian, N., Hu, W., Cheng, G., Qu, Y.: FalconAO: Aligning ontologies with Falcon. In: KCap Workshop on Integrating Ontologies, Banff, Canada, pp. 85–91 (2005)
Langone, H., Haskell, B.R., Miller, G.A.: Annotating WordNet, Frontiers in Corpus Annotation 2004. In: HLT-NAACL Conference Workshop, pp. 63–69 (2004)
Levenshtein, I.V.: Binary Codes capable of correcting deletions, insertions, and reversals. Cybernetics and Control Theory 10(8), 707–710 (1966)
Maedche, A., Staab, S.: Measuring similarity between ontologies. In: Gómez-Pérez, A., Benjamins, V.R. (eds.) EKAW 2002. LNCS (LNAI), vol. 2473, pp. 251–263. Springer, Heidelberg (2002)
Melnik, H., Garcia-Molina, Rahm, E.: Similarity flooding: A versatile graph matching algorithm. In: Proceedings of the International Conference on Data Engineering (ICDE), pp. 117–128 (2002)
Porter, M.F.: An Algorithm for Suffix Stripping. In: Jones, S., Karen, Willet, P. (eds.) Readings in Information Retrieval. Morgan Kaufmann, San Francisco (1997)
Resnik, P.: Using information content to evaluate semantic similarity in a taxonomy. In: Proc. 14th IJCAI, Montréal, Canada, pp. 448–453 (1995)
Silva, N., Rocha, J.: MAFRA – An ontology MApping FRAmework for the semantic web. In: Proc. 6th International Conference on Business Information Systems, Colorado Springs, USA (2003)
Su, X., Gulla, J.A.: Semantic enrichment for ontology mapping. In: Meziane, F., Métais, E. (eds.) NLDB 2004. LNCS, vol. 3136, pp. 217–228. Springer, Heidelberg (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Hanif, S.M., Seki, Y., Aono, M. (2006). Automatic Alignment of Ontology Eliminating the Probable Misalignments. In: Mizoguchi, R., Shi, Z., Giunchiglia, F. (eds) The Semantic Web – ASWC 2006. ASWC 2006. Lecture Notes in Computer Science, vol 4185. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11836025_22
Download citation
DOI: https://doi.org/10.1007/11836025_22
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-38329-1
Online ISBN: 978-3-540-38331-4
eBook Packages: Computer ScienceComputer Science (R0)