kta: a framework for integrating expert knowledge and ...

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( integrating expert Knowledge in Transcriptome Analysis) framework which allows the ... the CORESE semantic search engine and the ANNOT module which ...
LABORATOIRE

INFORMATIQUE, SIGNAUX ET SYSTÈMES DE SOPHIA ANTIPOLIS UMR 6070

KTA: A F RAMEWORK FOR I NTEGRATING E XPERT K NOWLEDGE AND E XPERIMENT M EMORY IN T RANSCRIPTOME A NALYSIS Laurent Brisson, Martine Collard, Kevin Le Brigant, Pascal Barbry Projet EX E CO Rapport de recherche ISRN I3S/RR–2004-27–FR Octobre 2004

L ABORATOIRE I3S: Les Algorithmes / Euclide B – 2000 route des Lucioles – B.P. 121 – 06903 Sophia-Antipolis Cedex, France – Tél. (33) 492 942 701 – Télécopie : (33) 492 942 898 http://www.i3s.unice.fr/I3S/FR/

R ÉSUMÉ :

M OTS CLÉS : données génomiques, extraction de connaissances, ontologies

A BSTRACT: This paper addresses the problem of the integration of xpert knowledge in a data mining process. We present the KTA ( integrating expert Knowledge in Transcriptome Analysis) framework which allows the mining process to be driven by srior knowledge on the application domain. KTA is embedded on the MEDIANTE project for evaluating and using DNA microarrays, the CORESE semantic search engine and the ANNOT module which annotates scientific publications.

K EY WORDS : genomics data, data mining, ontologies

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