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Theses

Acquisition interactive de la connaissance par un système télématique dans le domaine de l'assainissement de l'eau

Abstract : The aim of mis work is to build a water project management tool, which involves me study of expert knowledge transfer to a computer system. The architecture of this Intelligent Workstation is introduced wim the paradigm of Second Generation Expert Systems : different knowledge levels, which need several ways of knowledge acquisition, appear. On one hand, a project simulator is used for deep knowledge acquisition; and, on the omer hand, a telematics system, based on machine learning from examples, is used for shallow knowledge acquisition. This machine learning is done by incrementally constructing a Perceived Dependencies Network. Nevertheless, we don't expect me system to learn only from examples of resolved problems supplied by experts. The system also has to be able to hold a dialogue with experts to validate learned knowledge. This permits to prevent erroneous data introduction, while allowing knowledge base changes due to possible field evolutions (technological innovation, statutory evolution, ... ).
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https://tel.archives-ouvertes.fr/tel-00838502
Contributor : Florent Breuil <>
Submitted on : Tuesday, June 25, 2013 - 4:55:56 PM
Last modification on : Friday, October 23, 2020 - 5:00:28 PM
Long-term archiving on: : Thursday, September 26, 2013 - 4:20:48 AM

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  • HAL Id : tel-00838502, version 1

Citation

Philippe Beaune. Acquisition interactive de la connaissance par un système télématique dans le domaine de l'assainissement de l'eau. Modélisation et simulation. Université Montpellier II - Sciences et Techniques du Languedoc, 1992. Français. ⟨NNT : 1992MON20004⟩. ⟨tel-00838502⟩

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