Advertisement

YAM++ : A Multi-strategy Based Approach for Ontology Matching Task

  • DuyHoa Ngo
  • Zohra Bellahsene
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7603)

Abstract

In this paper, we present the capability of our ontology matching tool YAM++. We show that YAM++ is able to discover mappings between entities of given two ontologies by using machine learning approach. Besides, we also demonstrate that if the training data are not available, YAM++ can discover mappings by using information retrieval techniques. Finally, we show that YAM++ is able to deal with multi-lingual ontologies matching problem.

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. 1.
    Tversky, A.: Features of similarity. Psychological Review, 327–352 (1977)Google Scholar
  2. 2.
    Meilicke, C.: Alignment incoherence in ontology matching. PhD Thesis, University of Mannheim, Chair of Artificial Intelligence (2011)Google Scholar
  3. 3.
    Ngo, D., Bellahsene, Z., Coletta, R.: A Flexible System for Ontology Matching. In: Nurcan, S. (ed.) CAiSE Forum 2011. LNBIP, vol. 107, pp. 79–94. Springer, Heidelberg (2012)CrossRefGoogle Scholar
  4. 4.
    Ngo, D.H., Bellahsene, Z., Coletta, R.: A generic approach for combining linguistic and context profile metrics in ontology matching. In: ODBASE, pp. 800–807 (2011)Google Scholar
  5. 5.
    Ngo, D.H., Bellahsene, Z., Coletta, R.: Yam++ results for oaei 2011. In: OM (2011)Google Scholar
  6. 6.
    Euzenat, J., Shvaiko, P.: Ontology matching. Springer (2007)Google Scholar
  7. 7.
    Melnik, S., Garcia-Molina, H., Rahm, E.: Similarity flooding: A versatile graph matching algorithm and its application to schema matching. In: ICDE, pp. 117–128 (2002)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • DuyHoa Ngo
    • 1
  • Zohra Bellahsene
    • 1
  1. 1.INRIA, LIRMMUniversité Montpellier 2MontpellierFrance

Personalised recommendations