Skip to Main content Skip to Navigation
Reports

Ontology Alignment at the Instance and Schema Level

Fabian Suchanek 1 Serge Abiteboul 2 Pierre Senellart 3
1 LEO - Distributed and heterogeneous data and knowledge
UP11 - Université Paris-Sud - Paris 11, Inria Saclay - Ile de France, CNRS - Centre National de la Recherche Scientifique : UMR8623
2 DAHU - Verification in databases
LSV - Laboratoire Spécification et Vérification [Cachan], Inria Saclay - Ile de France
Abstract : We present PARIS, an approach for the automatic alignment of ontologies. PARIS aligns not only instances, but also relations and classes. Alignments at the instance-level cross-fertilize with alignments at the schema-level. Thereby, our system provides a truly holistic solution to the problem of ontology alignment. The heart of the approach is probabilistic. This allows PARIS to run without any parameter tuning. We demonstrate the efficiency of the algorithm and its precision through extensive experiments. In particular, we obtain a precision of around 90% in experiments with two of the world's largest ontologies.
Document type :
Reports
Complete list of metadatas

Cited literature [32 references]  Display  Hide  Download

https://hal.inria.fr/inria-00596210
Contributor : Fabian Suchanek <>
Submitted on : Thursday, August 18, 2011 - 2:47:08 PM
Last modification on : Thursday, July 2, 2020 - 5:26:03 PM
Document(s) archivé(s) le : Friday, November 25, 2011 - 11:32:00 AM

Files

RT-0408.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : inria-00596210, version 3
  • ARXIV : 1105.5516

Citation

Fabian Suchanek, Serge Abiteboul, Pierre Senellart. Ontology Alignment at the Instance and Schema Level. [Technical Report] RT-0408, INRIA. 2011, pp.26. ⟨inria-00596210v3⟩

Share

Metrics

Record views

1749

Files downloads

639