\babel@toc {french}{}\relax 
\contentsline {part}{I\hspace {1em}Contexte et Problématiques}{1}{part.1}%
\contentsline {chapter}{\numberline {1}Introduction}{3}{chapter.1}%
\contentsline {section}{\numberline {1.1}Contributions Principales}{4}{section.1.1}%
\contentsline {section}{\numberline {1.2}Plan de la thèse}{5}{section.1.2}%
\contentsline {chapter}{\numberline {2}Contexte}{7}{chapter.2}%
\contentsline {section}{\numberline {2.1}Notions et Algorithmes}{7}{section.2.1}%
\contentsline {subsection}{\numberline {2.1.1}Environnements Informatiques pour l'Apprentissage Humain (EIAH)}{7}{subsection.2.1.1}%
\contentsline {subsection}{\numberline {2.1.2}Stratégies d'Apprentissage}{8}{subsection.2.1.2}%
\contentsline {subsection}{\numberline {2.1.3}Raisonnement à partir de cas (RàPC)}{9}{subsection.2.1.3}%
\contentsline {subsubsection}{\numberline {2.1.3.1}Rechercher}{11}{subsubsection.2.1.3.1}%
\contentsline {subsubsection}{\numberline {2.1.3.2}Adapter (Réutiliser)}{11}{subsubsection.2.1.3.2}%
\contentsline {subsubsection}{\numberline {2.1.3.3}Réviser et Réparer}{12}{subsubsection.2.1.3.3}%
\contentsline {subsubsection}{\numberline {2.1.3.4}Stocker (Retenir)}{13}{subsubsection.2.1.3.4}%
\contentsline {subsubsection}{\numberline {2.1.3.5}Conteneurs de Connaissance}{13}{subsubsection.2.1.3.5}%
\contentsline {subsection}{\numberline {2.1.4}Systèmes Multi-Agents}{14}{subsection.2.1.4}%
\contentsline {subsection}{\numberline {2.1.5}Pensée Bayesienne}{15}{subsection.2.1.5}%
\contentsline {subsection}{\numberline {2.1.6}Méthode des k plus proches voisins (K-Nearest Neighborhood - KNN)}{16}{subsection.2.1.6}%
\contentsline {subsection}{\numberline {2.1.7}K-Moyennes}{17}{subsection.2.1.7}%
\contentsline {subsection}{\numberline {2.1.8}Modèle de Mélange Gaussien GMM (\textit {Gaussian Mixture Model})}{18}{subsection.2.1.8}%
\contentsline {subsection}{\numberline {2.1.9}Fuzzy-C}{19}{subsection.2.1.9}%
\contentsline {subsection}{\numberline {2.1.10}Bandit Manchot MAB (\textit {Multi-Armed Bandits})}{19}{subsection.2.1.10}%
\contentsline {subsection}{\numberline {2.1.11}Échantillonnage de Thompson TS (\textit {Thompson Sampling})}{20}{subsection.2.1.11}%
\contentsline {part}{II\hspace {1em}État de l'art}{23}{part.2}%
\contentsline {chapter}{\numberline {3}Environnements Informatiques d'Apprentissage Humain}{25}{chapter.3}%
\contentsline {section}{\numberline {3.1}L'Intelligence Artificielle}{25}{section.3.1}%
\contentsline {section}{\numberline {3.2}Systèmes de Recommandation dans les EIAH}{26}{section.3.2}%