diff --git a/chapters/Publications.tex b/chapters/Publications.tex index 09dfd1a..e610188 100644 --- a/chapters/Publications.tex +++ b/chapters/Publications.tex @@ -20,7 +20,7 @@ Daniel Soto Forero, Simha Ackermann, Marie-Laure Betbeder and Julien Henriet. Au Daniel Soto Forero and Yony Ceballos. Metaheuristics Hybridation and Parametrization using Machine Learning. 2025.\\ -Daniel Soto Forero and Wilson Soto Forero. Efficient Exploration in Unknown Environments: An Adaptative Multi-Agent Approach. 19th Iberian Conference on Information Systems and Technologies. 2024.\\ +Daniel Soto Forero and Wilson Soto Forero. Efficient Exploration in Unknown Environments: An Adaptative Multi-Agent Approach. 19th Iberian Conference on Information Systems and Technologies. 2025.\\ Daniel Soto Forero and Yony Ceballos. Stochastic agent-based models optimization applied to the problem of rebalancing bike-share systems. 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Dans ce cas, le modèle TS génère moins de variabilité que BKT, mais si est faite la comparaison des moyennes générées par chaque question, l'évolution est très similaire. La figure \ref{fig:EvGrades} montre l'évolution des notes des apprenants en fonction du nombre de questions auxquelles ils répondent au cours de la même session. -\begin{figure} +\begin{figure}[!ht] \centering \includegraphics[width=\textwidth]{Figures/GradesEv.jpg} \caption{Comparaison de l'évolution des notes entre les algorithmes BKT et TS} @@ -689,7 +689,7 @@ L'évolution du système de recommandation TS est testée en comparaison avec BK Mais, si les résultats obtenus sont comparés par rapport à l'évolution du niveau de complexité recommandé (figure \ref{fig:EvCL}), le modèle TS fait évoluer le niveau de complexité des apprenants, alors que le modèle BKT a tendance à laisser les apprenants au même niveau de complexité, c'est-à-dire qu'avec le modèle BKT, il est difficile d'apprendre de nouveaux sujets ou des concepts plus complexes au sein du même domaine. En examinant les résultats des deux figures (figures \ref{fig:EvGrades} et \ref{fig:EvCL}) et en établissant des comparaisons, le modèle TS permet de progresser en moyenne dans la valeur des notes et facilite l'évolution des niveaux de complexité.\N- Le modèle TS permet de progresser en moyenne dans la valeur des notes et facilite l'évolution des niveaux de complexité. Le modèle TS permet de progresser en moyenne dans la valeur des notes et facilite l'évolution des niveaux de complexité. -\begin{figure} +\begin{figure}[!ht] \centering \includegraphics[width=\textwidth]{Figures/LevelsEv.jpg} \caption{Comparaison de l'évolution des niveaux entre les algorithmes BKT et TS} diff --git a/main.log b/main.log index 8d7a247..14ce503 100644 --- a/main.log +++ b/main.log @@ -1,4 +1,4 @@ -This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023) (preloaded format=pdflatex 2023.5.31) 28 MAY 2025 16:29 +This is pdfTeX, Version 3.141592653-2.6-1.40.25 (TeX Live 2023) (preloaded format=pdflatex 2023.5.31) 31 MAY 2025 00:14 entering extended mode restricted \write18 enabled. %&-line parsing enabled. @@ -1012,10 +1012,10 @@ LaTeX Warning: Label `eqBeta' multiply defined. 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{7.3.4}Conclusion}{93}{subsection.7.3.4}% -\contentsline {section}{\numberline {7.4}TROISIÈME PARTIE}{94}{section.7.4}% -\contentsline {subsection}{\numberline {7.4.1}Modèle Proposé}{94}{subsection.7.4.1}% -\contentsline {subsection}{\numberline {7.4.2}Résultats et Discussion}{96}{subsection.7.4.2}% -\contentsline {subsubsection}{\numberline {7.4.2.1}Système de recommandation avec une base de données d'étudiants réels (TS avec Hawkes)}{96}{subsubsection.7.4.2.1}% -\contentsline {subsubsection}{\numberline {7.4.2.2}Base de données simulée (ESCBR, TS avec Hawkes)}{96}{subsubsection.7.4.2.2}% -\contentsline {subsection}{\numberline {7.4.3}Conclusion}{97}{subsection.7.4.3}% +\contentsline {subsection}{\numberline {7.3.4}Conclusion}{94}{subsection.7.3.4}% +\contentsline {section}{\numberline {7.4}TROISIÈME PARTIE}{95}{section.7.4}% +\contentsline {subsection}{\numberline {7.4.1}Modèle Proposé}{95}{subsection.7.4.1}% +\contentsline {subsection}{\numberline {7.4.2}Résultats et Discussion}{98}{subsection.7.4.2}% +\contentsline {subsubsection}{\numberline {7.4.2.1}Système de recommandation avec une base de données d'étudiants réels (TS avec Hawkes)}{98}{subsubsection.7.4.2.1}% +\contentsline {subsubsection}{\numberline {7.4.2.2}Base de données simulée (ESCBR, TS avec Hawkes)}{98}{subsubsection.7.4.2.2}% +\contentsline {subsection}{\numberline {7.4.3}Conclusion}{100}{subsection.7.4.3}% \contentsline {chapter}{\numberline {8}Publications}{103}{chapter.8}% \contentsline {section}{\numberline {8.1}Publications par rapport au sujet de thèse}{103}{section.8.1}% \contentsline {section}{\numberline {8.2}Autres publications}{104}{section.8.2}%