Light-Weight Cross-Lingual Ontology Matching with LYAM++

Abstract : During the last decade, several automatic ontology matching systems were developed to address the problem of ontology heterogene-ity. Aligning cross-lingual ontologies is among the current challenging issues in the field of ontology matching. The majority of the existing approaches rely on machine translation to deal with this problem. However, inherent problems of machine translation are imprecision and ambiguity. In this paper, we propose a novel approach to the cross-lingual ontol-ogy matching task, relying on the large multilingual semantic network BabelNet as a source of background knowledge to assist the matching process. We have designed and tested a novel orchestration of the components of the matching workflow. Our approach is implemented under the form of a prototype named LYAM++ (Yet Another Matcher–Light)— a fully automatic cross-lingual ontology matching system that does not rely on machine translation. We report the results of our experiments that show that LYAM++ outperforms considerably the best techniques in the state-of-the-art according to the obtained results on the MultiFarm datasets of the Ontology Alignment Evaluation Initiative 2014.
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ODBASE: Ontologies, DataBases, and Applications of Semantics, Oct 2015, Rhodos, Greece. 14th International Conference on Ontologies, DataBases, and Applications of Semantics, LNCS (9415), pp.527-544, 2015, On the Move to Meaningful Internet Systems: OTM 2015 Conferences. 〈10.1007/978-3-319-26148-5_36〉
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Abdel Nasser Tigrine, Zohra Bellahsene, Konstantin Todorov. Light-Weight Cross-Lingual Ontology Matching with LYAM++. ODBASE: Ontologies, DataBases, and Applications of Semantics, Oct 2015, Rhodos, Greece. 14th International Conference on Ontologies, DataBases, and Applications of Semantics, LNCS (9415), pp.527-544, 2015, On the Move to Meaningful Internet Systems: OTM 2015 Conferences. 〈10.1007/978-3-319-26148-5_36〉. 〈lirmm-01408025〉

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