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- W2158869465 abstract "Schema matching is a crucial task to gather information of th e same domain. How- ever, this process is still largely performed manually or se mi-automatically, discouraging the deployment of large-scale mediation systems. Indeed, thes e large-scale scenarii need a solution which ensures both an acceptable matching quality and good p erformance. In this article, we present the BMatch approach to efficiently match a large numb er of schemas. The quality aspect is based on the combination of terminological and contextua l methods. The performance as- pect relies on a B-tree indexing structure to reduce the sear ch space. Finally, experiments with real sets of schemas show that our approach is scalable and ou tperforms the most referenced matching tools both in quality of matches and performance ti RESUME.La decouverte de correspondances entre schemas est une etap e importante lorsque l'on integre des informations d'un meme domaine. Cependant, ce p est encore trop souvent effectue manuellement ou au moyen d'approches semi-automa tiques. Notre approche Bmatch s'appuie sur une combinaison de mesures terminologiques etd'informations contextuelles pour decouvrir des correspondances entre schemas. Par ailleurs , pour etre efficace dans un contexte large echelle, nous nous appuyons sur une structure d'index ation B-tree pour reduire l'espace de recherche. Des experimentations sur des donnees reelles montrent que notre approche passe bien a l'echelle tout en obtenant globalement une meilleurequalite et de meilleures perfor- mances comparativement aux outils de decouverte de corresp ondances de reference." @default.
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- W2158869465 date "2008-10-31" @default.
- W2158869465 modified "2023-10-16" @default.
- W2158869465 title "Improving quality and performance of schema matching in large scale" @default.
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- W2158869465 doi "https://doi.org/10.3166/isi.13.5.59-82" @default.
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