From 6769ad655edb23e21d909fc49c0f86d633c4973f Mon Sep 17 00:00:00 2001 From: dsotofor Date: Fri, 27 Jun 2025 22:45:16 +0200 Subject: [PATCH] version correct to chapter 5 and corrections to do in chapter 6 --- chapters/Conclusions.tex | 4 +-- chapters/TS.aux | 30 ++++++++++----------- chapters/TS.tex | 33 +++++------------------ main.log | 66 +++++++++++++++++++++------------------------- main.pdf | Bin 7822347 -> 7821356 bytes main.synctex.gz | Bin 879626 -> 874759 bytes main.toc | 2 +- 7 files changed, 53 insertions(+), 82 deletions(-) diff --git a/chapters/Conclusions.tex b/chapters/Conclusions.tex index 10f139f..e47afd3 100644 --- a/chapters/Conclusions.tex +++ b/chapters/Conclusions.tex @@ -2,9 +2,9 @@ \section{Conclusion générale} -Étant donné l'importance des modules de recommandation dans le EIAH pour améliorer le système, le faire plus dynamique et aider l'apprenant dans son processus d'apprentissage et acquisition de la connaissance, il est nécessaire de trouver des stratégies et algorithmes adaptés et intégrables qui permettent de exploiter et analyser toute l'information récolté pour le système sur l'évolution de l'apprenant et ses possibles lacunes ainsi comme des algorithmes capables de proposer des alternatives de parcours dynamiques et diverses pour chaque cas en visant la réussite prédéfinie par l'apprenant et le professeur. +Étant donné l'importance des modules de recommandation dans les EIAH pour améliorer le système, le faire plus dynamique et aider l'apprenant dans son processus d'apprentissage et acquisition de la connaissance, il est nécessaire de trouver des stratégies et algorithmes adaptés et intégrables qui permettent d'exploiter et d'analyser toute l'information récolté pour le système sur l'évolution de l'apprenant et ses possibles lacunes ainsi comme des algorithmes capables de proposer des alternatives de parcours dynamiques et diverses pour chaque cas en visant la réussite prédéfinie par l'apprenant et le professeur. -C'est ainsi que les outils de IA et apprentissage automatique se trouvent au centre des possibles solutions dans cette problématique, car ils permettent de travailler avec des données structurées selon un contexte déterminé, explorer et exploiter les espaces ou sont définis ces données, analyser et extraire l'information utile pour connaître les comportements, tendances, . +C'est ainsi que les outils de IA et apprentissage automatique se trouvent au centre des possibles solutions dans cette problématique, car ils permettent de travailler avec des données structurées selon un contexte déterminé, explorer et exploiter les espaces ou sont définis ces données, analyser et extraire l'information utile pour connaître les comportements, tendances et faiblesses des apprenants. 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En bas : processus d'apprentissage dynamique avec processus de Hawkes)\relax }{figure.caption.68}{}} \@setckpt{./chapters/TS}{ \setcounter{page}{101} \setcounter{equation}{46} @@ -159,7 +157,7 @@ \setcounter{paragraph}{0} \setcounter{subparagraph}{0} \setcounter{figure}{13} -\setcounter{table}{12} +\setcounter{table}{11} \setcounter{caption@flags}{2} \setcounter{continuedfloat}{0} \setcounter{subfigure}{0} diff --git a/chapters/TS.tex b/chapters/TS.tex index 9180054..0097e02 100644 --- a/chapters/TS.tex +++ b/chapters/TS.tex @@ -516,6 +516,9 @@ La première étape est l'adaptation avec l'échantillonnage de Thompson, puis l $\beta$&p&Paramètre de la distribution bêta&$[1, \infty] \in \mathbb{R}$\\ $t$&p&Temps défini comme itérations&$\mathbb{N}$\\ $c$&p&Niveau de complexité&$\mathbb{N}$\\ + $x_c$&p&Mean grades for complexity level $c$&$\mathbb{R}$\\ + $y_c$&p&Number of questions for complexity level $c$&$\mathbb{N}$\\ + $r$&f&Recommender metric function&$[0,1] \in \mathbb{R}$\\ $k_{t,c}$&v&Évolution de la connaissance dans le temps $t$ pour le niveau de complexité $c$&$[0,1] \in \mathbb{R}$\\ $vk_{t,c}$&v&Évolution de la connaissance pour chaque niveau de complexité $c$&$\mathbb{R}$\\ $TS_c$&v&Récompense d'échantillonnage de Thompson pour un niveau de complexité $c$&$[0,1] \in \mathbb{R}$\\ @@ -753,37 +756,13 @@ L'idée de l'unification est d'obtenir des informations d'un point de vue local \begin{figure}[!ht] \centering - \includegraphics[width=0.5\linewidth]{Figures/ModelHawkes.png} + \includegraphics[width=0.6\linewidth]{Figures/ModelHawkes.png} \caption{Architecture de modèle proposé avec Hawkes} \label{fig:Amodel} \end{figure} La première étape est l'adaptation avec l'échantillonnage de Thompson et la prédiction de l'ECBR-SMA, et enfin la prise de décision pour l'envoi à l'apprenant. Le système de recommandation obtient une valeur de probabilité pour tous les niveaux de complexité pour l'apprenant et l'ECBR-SMA évalue la proposition avec une prédiction pour chaque niveau de complexité. Le tableau \ref{tabvp} présente les variables et les paramètres de l'algorithme proposé et les mesures employées. -\begin{table}[!ht] - \centering - \begin{tabular}{c|c|c|c} - ID&Type&Description&Domain\\ - \hline - $\alpha$&p&Beta distribution parameter&$[1, \infty] \in \mathbb{R}$\\ - $\beta$&p&Beta distribution parameter&$[1, \infty] \in \mathbb{R}$\\ - $t$&p&Time defined as iterations&$\mathbb{N}$\\ - $c$&p&Complexity level&$\mathbb{N}$\\ - $x_c$&p&Mean grades for complexity level $c$&$\mathbb{R}$\\ - $y_c$&p&Number of questions for complexity level $c$&$\mathbb{N}$\\ - $k_{t,c}$&v&Knowledge evolution in time $t$ for complexity level $c$&$[0,1] \in \mathbb{R}$\\ - $vk_{t,c}$&v&Knowledge evolution for each complexity level $c$&$\mathbb{R}$\\ - $TS_c$&v&Thompson sampling reward for a complexity level $c$&$[0,1] \in \mathbb{R}$\\ - $TSN_c$&v&Normalization of $TS_c$ with others complexity levels&$[0,1] \in \mathbb{R}$\\ - $ESCBR_c$&v&Grade prediction for a complexity level $c$&$\mathbb{R}_+$\\ - $p_c$&f&Probability density function for complexity level $c$&$\mathbb{R}_+$\\ - $D_{JS}$&f&Jensen-Shannon divergence&$[0,1] \in \mathbb{R}$\\ - $r$&f&Recommender metric function&$[0,1] \in \mathbb{R}$\\ - \end{tabular} - \caption{Paramètres (p), variables (v) et fonctions (f) de l'algorithme proposé et les métriques} - \label{tabvp} -\end{table} - L'intégration se fait en trois étapes comme est décrit dans la section 7.3.2. Après la sélection du niveau de complexité, toutes les distributions de probabilité sont mises à jour selon le processus de Hawkes (équation \ref{hp1}) pour chaque paramètre $\alpha$ et $\beta$ en utilisant la fonction d'intensité définie constante (équations \ref{hp21} et \ref{hp22}) et la fonction d'excitation (équation \ref{hp31}). En simulant la courbe d'oubli dans l'évolution de la distribution de probabilité Beta. \begin{equation} @@ -815,7 +794,7 @@ L'intégration se fait en trois étapes comme est décrit dans la section 7.3.2. \label{hp31} \end{equation} -Then, the equation \ref{hpfa} shows the complete definition for all $\alpha$ and the equation \ref{hpfb} the definition for $\beta$ parameters. +Ensuite, l'équation \ref{hpfa} montre la définition complète pour tous les $\alpha$ et l'équation \ref{hpfb} la définition pour les paramètres $\beta$. \begin{equation} \lambda_{\alpha}(t)=\mu_{\alpha,c}(t)+\sum_{t_i] [88] [89] -Overfull \hbox (14.1589pt too wide) in paragraph at lines 606--628 +Overfull \hbox (14.1589pt too wide) in paragraph at lines 609--631 [][] [] [90] - + File: Figures/kEvol_TS.jpg Graphic file (type jpg) -Package pdftex.def Info: Figures/kEvol_TS.jpg used on input line 675. +Package pdftex.def Info: Figures/kEvol_TS.jpg used on input line 678. 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