Cassia An Extensible Linear Approach For Holistic Ontology Matching
15th International Semantic Web Conference (ISWC 2016)
OATAO is an open access repository that collects the work of Toulouse researchers and makes it freely available over the web where possible. This is an author-deposited version published in : http://oatao.univ-toulouse.fr/ Eprints ID : 17170 The contribution was presented at ISWC 2016 : http://iswc2016.semanticweb.org/ To cite this version : Megdiche-Bousarsar, Imen and Teste, Olivier and Trojahn, Abstract. Resolving the semantic heterogeneity in the semantic web requires finding
... ding correspondences between ontologies describing resources. In particular, with the explosive growth of data sets in the Linked Open Data, linking multiple vocabularies and ontologies simultaneously, known as holistic matching problem, becomes necessary. Currently, most state-of-the-art matching approaches are limited to pairwise matching. In this paper, we propose a holistic ontology matching approach that is modeled through a linear program extending the maximum-weighted graph matching problem with linear constraints (cardinality, structural, and coherence constraints). Our approach guarantees the optimal solution with mostly coherent alignments. To evaluate our proposal, we discuss the results of experiments performed on the Conference track of the OAEI 2015, under both holistic and pairwise matching settings.