Survey on complex ontology matching

Article type: Research Article

Authors: Thiéblin, Elodie^{; *} | Haemmerlé, Ollivier | Hernandez, Nathalie | Trojahn, Cassia

Affiliations: Equipe MELODI, Institut de Recherche en Informatique de Toulouse, Toulouse, France. E-mails: [email protected], [email protected], [email protected], [email protected]

Correspondence: [*] Corresponding author. E-mail: [email protected].

Abstract: Simple ontology alignments, largely studied in the literature, link a single entity of a source ontology to a single entity of a target ontology. A limitation of these alignments is their lack of expressiveness which can be overcome by complex alignments. While diverse state-of-the-art surveys mainly review the matching approaches in general, to the best of our knowledge, there is no study of the specificities of the complex matching problem. In this paper, a review of the different complex matching approaches is provided. It proposes a classification of the complex matching approaches based on their specificities (i.e., type of correspondences, guiding structure). The evaluation aspects and the limitations of these approaches are also discussed. Insights for future work in the field are provided.

Keywords: Ontology matching, complex alignment, survey, schema matching

DOI: 10.3233/SW-190366

Journal: Semantic Web, vol. 11, no. 4, pp. 689-727, 2020