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Utilisation de métadonnées et d'ontologie pour l'aide à l'interprétation des résultats de classification

Abdourahamane Baldé 1
1 AxIS - Usage-centered design, analysis and improvement of information systems
CRISAM - Inria Sophia Antipolis - Méditerranée , Inria Paris-Rocquencourt
Abstract : According to the huge volume of data produced by dierent information sources,
managers of several domains increase use Knowledge discovery and data mining (KDD).
However, interpreting results obtained by these methods are very complex. In this thesis,
we propose to help end-users to interpret, automatically, the results of their clustering
methods. Thus, this work addresses the last step of KDD process (postprocessing).
In our work, we propose a new approach, called AIMFD (Approche d'Incorporation de
Métadonnées dans la Fouille de Données) and based on using semantic informations
clustering process. This approach, by these characteristics, can be applied to others data
mining methods.
Document type :
Theses
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https://tel.archives-ouvertes.fr/tel-00180910
Contributor : Alain Monteil <>
Submitted on : Monday, October 22, 2007 - 2:18:39 PM
Last modification on : Friday, May 25, 2018 - 12:02:04 PM
Long-term archiving on: : Monday, September 24, 2012 - 2:15:26 PM

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  • HAL Id : tel-00180910, version 1

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Abdourahamane Baldé. Utilisation de métadonnées et d'ontologie pour l'aide à l'interprétation des résultats de classification. Interface homme-machine [cs.HC]. Université Paris Dauphine - Paris IX, 2007. Français. ⟨tel-00180910⟩

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