Task-Oriented Complex Ontology Alignment: Two Alignment Evaluation Sets
| Autor: | Elodie Thiéblin, Cassia Trojahn, Nathalie Hernandez, Ollivier Haemmerlé |
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| Přispěvatelé: | MEthodes et ingénierie des Langues, des Ontologies et du DIscours (IRIT-MELODI), Institut de recherche en informatique de Toulouse (IRIT), Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, Université Toulouse - Jean Jaurès (UT2J), Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE), Centre National de la Recherche Scientifique - CNRS (FRANCE), Université Toulouse III - Paul Sabatier - UT3 (FRANCE), Université Toulouse - Jean Jaurès - UT2J (FRANCE), Université Toulouse 1 Capitole - UT1 (FRANCE) |
| Rok vydání: | 2018 |
| Předmět: |
Ontology matching
Matching (graph theory) Computer science business.industry ontology matching 02 engineering and technology Link (geometry) Ontology (information science) computer.software_genre Web [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] complex alignment evaluation Simple (abstract algebra) 020204 information systems Complex alignment evaluation 0202 electrical engineering electronic engineering information engineering Task oriented complex alignment 020201 artificial intelligence & image processing Artificial intelligence Complex alignment business computer Ontology alignment Natural language processing |
| Zdroj: | The Semantic Web ISBN: 9783319934167 ESWC European Semantic Web Conference (ESWC 2018) European Semantic Web Conference (ESWC 2018), Jun 2018, Heraklion, Greece. pp.655--670, ⟨10.1007/978-3-319-93417-4_42⟩ |
| DOI: | 10.1007/978-3-319-93417-4_42 |
| Popis: | International audience; Simple ontology alignments, largely studied, link one entity of a source ontology to one entity of a target ontology. One of the limitations of these alignments is, however, their lack of expressiveness which can be overcome by complex alignments. Although different complex matching approaches have emerged in the literature, there is a lack of complex reference alignments on which these approaches can be systematically evaluated. This paper proposes two sets of complex alignments between 10 pairs of ontologies from the well-known OAEI conference simple alignment dataset. The methodology for creating the alignment sets is described and takes into account the use of the alignments for two tasks: ontology merging and query rewriting. The ontology merging alignment set contains 313 correspondences and the query rewriting one 431. We report an evaluation of state-of-the art complex matchers on the proposed alignment sets. |
| Databáze: | OpenAIRE |
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