Evaluation of instance matching tools: The experience of OAEI

Alfio Ferrara 1 Andriy Nikolov 2 Jan Noessner 1 François Scharffe 3
3 LIRMM/HE - Hors Équipe
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
Abstract : Nowadays, the availability of large collections of data requires techniques and tools capable of linking data together, by retrieving potentially useful relations among them and helping in associating together data representing same or similar real objects. One of the main problems in developing data linking techniques and tools is to understand the quality of the results produced by the matching process. In this paper, we describe the experience of instance matching and data linking evaluation in the context of the Ontology Alignment Evaluation Initiative (IM@OAEI). Our goal is to be able to validate dierent proposed methods, identify most promising techniques and directions for improvement, and, subsequently, guide further research in the area as well as development of robust tools for real-world tasks.
Type de document :
Article dans une revue
Journal of Web Semantics, Elsevier, 2013, 21, pp.49-60. 〈10.1016/j.websem.2013.05.004〉
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https://hal-lirmm.ccsd.cnrs.fr/lirmm-00831533
Contributeur : François Scharffe <>
Soumis le : vendredi 7 juin 2013 - 11:21:54
Dernière modification le : jeudi 11 janvier 2018 - 06:26:09

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Alfio Ferrara, Andriy Nikolov, Jan Noessner, François Scharffe. Evaluation of instance matching tools: The experience of OAEI. Journal of Web Semantics, Elsevier, 2013, 21, pp.49-60. 〈10.1016/j.websem.2013.05.004〉. 〈lirmm-00831533〉

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