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OLA in the OAEI 2007 evaluation contest

Abstract : Similarity has become a classical tool for ontology confrontation motivated by alignment, mapping or merging purposes. In the definition of an ontologybased measure one has the choice between covering a single facet (e.g., URIs, labels, instances of an entity, etc.), covering all of the facets or just a subset thereof. In our matching tool, OLA, we had opted for an integrated approach towards similarity, i.e., calculation of a unique score for all candidate pairs based on an aggregation of all facet-wise comparison results. Such a choice further requires effective means for the establishment of importance ratios for facets, or weights, as well as for extracting an alignment out of the ultimate similarity matrix. In previous editions of the competition OLA has relied on a graph representation of the ontologies to align, OL-graphs, that reflected faithfully the syntactic structure of the OWL descriptions. A pair of OL-graphs was exploited to form and solve a system of equations whose approximate solutions were taken as the similarity scores. OLA2 is a new version of OLA which comprises a less integrated yet more homogeneous graph representation that allows similarity to be expressed as graph matching and further computed through matrix multiplying. Although OLA2 lacks key optimization tools from the previous one, while a semantic grounding in the form of WORDNET engine is missing, its results in the competition, at least for the benchmark test suite, are perceivably better.
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Submitted on : Thursday, April 25, 2013 - 1:58:53 PM
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  • HAL Id : hal-00817805, version 1


Jean-François Djoufak-Kengue, Jérôme Euzenat, Petko Valtchev. OLA in the OAEI 2007 evaluation contest. Proc. 2nd ISWC 2007 workshop on ontology matching (OM), Nov 2007, Busan, South Korea. pp.188-195. ⟨hal-00817805⟩



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