Proceedings of the E-Learning and Smart Engineering Systems (ELSES 2023)

Session: Technologies in E-Learning

24 articles
Proceedings Article

Personalization of learning through pedagogical scenarios in adaptive e-Learning

Anoir Lamya, Chelliq Ikram, Khaldi Maha, Khaldi Mohamed Khaldi
Technology has transformed the way we learn and teach. With the advent of e-Learning, adaptive e-Learning is emerging as a powerful tool for personalizing the learning experience. The recent emergence of pedagogical modeling languages for learning scenarios represents a first type of response...
Proceedings Article

Monitoring and evaluation of faculty’s experience in E-learning during the Covid-19 pandemic - Case of SMBAU

Asmae Blilat, Lamyae Miara, Abdelali Ibriz
During the period of lockdown due to the COVID-19 pandemic, a complete switchover to e-learning was mandatory for all universities to ensure pedagogical continuity and support for students in these exceptional circumstances. Indeed, since 16 March 2020, face-to-face courses at Sidi Mohamed Ben Abdellah...
Proceedings Article

Exploring the Potential of ROS in Education: A Project-Based Learning Approach to Teaching Programming to Children

Aymane Jdidou, Souhaib Aammou
This study looks at how project-based learning (PBL) with the Robot Operating System (ROS) can help children between the ages of 8 and 12 improve their problem-solving and programming abilities. The project’s objective is to program a robot to independently navigate a maze, beginning with simple in-...
Proceedings Article

Using Semantic Networks for Text Classification in Education: “Generating Tailored Questions for Students”

Badr Touis, Souhaib Aammou, Oussama EL Warraki, Jalal Lahiassi
This paper discusses how semantic revolution can be used to represent textual data for text classification purposes. Text classification includes automat- ically classifying text data into predefined classes or categories, such as positive or negative sentiment, or articles categorized into different...
Proceedings Article

KNN Classification of Kolb Learning Styles: A Comparative Study on Balanced and Unbalanced Datasets

Waladi Chaimae, Lamarti Sefian Mohammed, Khaldi Maha, Khaldi Mohamed, Boudra Said
In this work, the K-Nearest Neighbors (KNN) algorithm’s performance was compared across two datasets with various class distributions and sizes. The goal variable, Kolb learning style, and three features—total reading time, total problem-solving time, and total technical demonstration time—were the identical...
Proceedings Article

Personalizing the Learning Experience: An Adaptive Algorithm Model Based on K-NN

Hicham Er-Radi, Souhaib Aammou, Zakaria Tagdimi, Ikram Amzil
This paper proposes the use of the k-NN algorithm as a method for adjusting the level of difficulty of educational content based on learner preferences and performance. The goal is to achieve personalized learning experiences that can improve learner engagement and performance. The paper provides a theoretical...
Proceedings Article

Towards the process of adapting the concrete and the abstract through learning activities according to Kolb’s styles in online teaching

Hassane Kemouss, Omar Abdennour, Khaldi Mohamed
In the context of experiential learning, which has developed around the concepts of experiential learning according to the theory of David Kolb, this theory postulates that learning can only take place when a learner experiences the information that he or she has been given or discovers during an experience....
Proceedings Article

Personalizing Learning Experiences with Q-Learning in Adaptive Educational Systems

Ikram Amzil, Souhaib Aammou, Zakaria Tagdimi, Hicham Erradi
Adaptive Educational Systems (AES) are computer-based systems that personalize the content and teaching methods based on individual students’ learning progress. AES aim to provide tailored learning experiences and improve learning outcomes. This research paper explores how Q-learning, a type of Reinforcement...
Proceedings Article

Using Pedagogical Activities in the Scenario for More Comprehensive and Interactive Pedagogical Videos

Chelliq Ikram, Anoir Lamya, Erradi Mohamed, Khaldi Mohamed
Pedagogical videos have become a highly effective medium for delivering learning content, with the advancement of video creation techniques and methods significantly contributing to their success. Modern technologies now enable the swift and economical production of educational videos, often through...
Proceedings Article

Exploring the Use of NLP Techniques for Building Learner Models: A Study on Text Mining for Personalized Learning

Jalal Lahiassi, Souhaib Aammou, Badr Touis, Oussama EL Warraki
The importance of learner models has been growing in recent years due to the increasing focus on personalized learning. Learner models provide a way to understand learner behavior and preferences, which can be used to tailor instruction to the individual needs and preferences of each learner. This can...
Proceedings Article

The choice of communication and collaboration tools for the implementation of a collaborative activity in an LMS platform

Zargane Kawtar, Erradi Mohamed, Khaldi Mohamed
The choices of communication and collaboration tools for collaborative learning in an LMS platform can have reasons linked in a learning activity, we issue the preferable reasons of our proposed communication and collaboration tools. In this article, we explain how we chose these tools for our activity...
Proceedings Article

From The Cooperative Approach To The Collaborative Approach: The Choice Of Technological Tools For A Learning Task

Maha Khaldi, Lamya Anoir, Chaimae Waladi, Mohamed Khaldi
Collaborative learning and cooperative learning promote support and mutual aid between learners by creating small groups to accomplish a defined task and whether learning is collaborative or cooperative, it is about learning by achieving a goal. This always leads to confusion between the two, when they...
Proceedings Article

Effects of serious games on improving learning skills and motivation in the context of flipped classrooms

Mounia EL RHAYAMI, Abderrahim EL MHOUTI, Yassine EL BORJI
Making the education system efficient and the teaching methods relevant has become a major concern. The majority of school reforms aim at improving school efficiency and fighting against failure and inequalities. Since then, several pedagogical approaches have emerged, such as integrating...
Proceedings Article

How to choose the most performant LMS in terms of mediatization? Mediatization as an essential criterion for the choice of an e-learning platform

Nisrine EL MRANI, Imane BAKKALI, Mohamed KHALDI
Distance learning during the COVID-19 crisis has involved the use of information and communication technologies and e-learning platforms. Faced with the rapid growth of the learning management systems market, training managers are confused about which LMS is the most suitable. Confronted by this problem...
Proceedings Article

Choosing an LMS learning platform: Criteria and comparison

Omar Abdennour, Hassane Kemouss, Mohamed Erradi, Mohamed Khaldi
E-learning platforms are digital systems designed for distance training, teaching and learning. There are different types of learning platforms, each with their own characteristics and benefits. Our work consists of carrying out a comparative study of the main types of learning platforms Moode, Canvas,...
Proceedings Article

Application Of Educational Engineering Approaches To The Design Of An Online Cours Unit

Omar Erradi, Jamal Barhone, Mohamed Khaldi
Model-Driven Instructional Engineering (IPDM) is an instructional design approach that uses models to help design and develop effective online learning activities using models to represent knowledge, learning content and teaching-learning strategies geared towards the development of transferable skills. ...
Proceedings Article

Design of scripting tools for a learning activity adapted for blended learning

Ouariach Soufiane, Zine El Abidine Mohammed, Nejjari Amel, Khaldi Mohamed
Blended learning and adaptive learning have become increasingly popular in recent years as educational institutions seek new and innovative ways to enhance the learning experience for their learners. This new form of education, which is hybrid, combines online learning that allows learners to learn at...
Proceedings Article

Gamification in mobile language learning applications: A case study examining a mobile learning tool in a Moroccan university context

Sara Ouald Chaib, Imane Joti, Samira Khoulji
Mobile learning (m-learning) is increasingly used as a learning method for university students, especially for language learning. Indeed, smartphones and tablets allow easy and quick access to a multitude of mobile language learning applications that offer innovative and interactive features. M-learning...
Proceedings Article

Case Study-Based Learning Pedagogy to Teach Advances in Programming Languages

Vaishali Salgar, Chhaya Gosavi
Programming language (PL) is a tool programmers use to convert their logic to software programs. Day by day new programming languages are becoming popular. It is not easy to teach all types of languages in one course. Case study-based learning is a pedagogy that implements learning one subject collaboratively...
Proceedings Article

The didactic transposition of probabilistic metric space concept

Youssef Achtoun, Mohammed Lamarti Sefian, Ismail Tahiri, Laakel Hemdanou Abderrafik, Mouali Sara
A space is a set which in defined a structure. Many typologies of spaces are provided in Mathematics. Before studying a lesson, teachers may know the structure of a lesson and their knowledge scholar. Two related lessons, probability and statistics, are everywhere jointly thought, however they are completely...
Proceedings Article

Study of the existing and requirements for the development of an e-commerce management system

Bailloul Youssef, Khaldi Mohamed
Our focus lies in the realm of exchange relations, specifically in the context of email communication. Our aim is to conduct a study that analyzes the current situation, with a particular emphasis on examining the tools available in the market for managing email communication. This study seeks to identify...
Proceedings Article

Improving Personalization in Education: An Approach to Automatically Tagging Resources with Tag Recommender Systems

Zakaria Tagdimi, Souhaib Aammou, Ikram Amzil, Hicham Erradi
This article discusses the use of Tag Recommender Systems (TRS) in Intelligent Educational Systems (IES) for providing personalized learning experiences to learners. The article explains how TRS works by analyzing tags associated with resources and suggesting similar content to users based on their tag...
Proceedings Article

Adaptable and non-adaptable gamified e-learning model using chatbots

Zecri Ezzoubair, El Haddioui Ismail, Ouzzif Mohammed, Souali Kamal
Is true that human interaction can play a significant role in learning process. The lack of these interactions can lead to feelings of isolation and disengagement among learners. Several researchers have proposed gamified e-learning model as an effective way to increase learners’ motivation by providing...
Proceedings Article

Towards the design and modeling of an Expert Computer System to help develop strategies for solving mathematical problems: Verbalization and modeling of solving problem networks

Asmae Bahbah, Mohamed Erradi
Mathematical problem solving is one of the most important skills that students need to develop in order to be successful in their academic and professional lives. Mathematical problem solving engenders a variety of cognitive, metacognitive, affective, and emotional processes, which can be beneficial...