Agent-based recommendation in E-learning environment using knowledge discovery and machine learning approaches

Z Shahbazi, YC Byun - Mathematics, 2022 - mdpi.com
… This study presents the agent-based course recommendation for the e-learning … is the main
and important success for this e-learning system. This research presented the combination of …

A multi-agent and content-based course recommender system for university e-learning platforms

M Amane, K Aissaoui, M Berrada - International Conference on Digital …, 2021 - Springer
… results show that the courses recommended are very similar to the user’ preferences. …
creating a hybrid e-learning platform recommendation system based on several recommendation

Recommendation systems on e-learning and social learning: A systematic review

S Souabi, A Retbi, MKIK Idrissi… - … Journal of E-Learning, 2021 - academic-publishing.org
… to educators how recommender systems can improve the … of the recommender systems
proposed in e-learning between … recommender systems papers have approached e-learning

[PDF][PDF] Recommender Systems in E-learning

Q Zhang, J Lu, G Zhang - Journal of Smart Environments …, 2021 - pdfs.semanticscholar.org
E-learning systems fit into the ever challenging situation and … take, thus recommender
systems are applied in E-learning to … main recommendation techniques employed in in E-learning

[HTML][HTML] Enabling recommendation system architecture in virtualized environment for e-learning

S Ali, Y Hafeez, M Humayun, NSM Jamail… - Egyptian Informatics …, 2022 - Elsevier
… course recommendation plays a significant role in e-learning performance… e-learning. This
research has suggested a novel method called ELRA to enhance the course recommendation

A review of deep learning-based recommender system in e-learning environments

T Liu, Q Wu, L Chang, T Gu - Artificial Intelligence Review, 2022 - Springer
recommendation systems in e-learning environments. Firstly, the concept of recommendation
systems is introduced in e-learning … techniques for course recommendation. And then, a …

[PDF][PDF] Building Test Recommender Systems for e-Learning Systems.

OM Teodorescu - EDM, 2020 - educationaldatamining.org
… the personalization and adaptation of the e-Learning platform to the student’… recommendation
system can be used for building personalized tests in the context of education. The system’…

Design of an adaptive e-learning system based on multi-agent approach and reinforcement learning

H El Fazazi, M Elgarej, M Qbadou… - … , Technology & Applied …, 2021 - etasr.com
… The agents in these systemse-learning system based on a multi-agent approach and
reinforcement learning is presented. The main objective of this system is the recommendation to …

Multi-Agent System for Recommending Learning Objects in E-Learning Environments

TO Almeida, JFDM Netto… - 2021 IEEE Frontiers in …, 2021 - ieeexplore.ieee.org
… of e-learning systems is to use personalized intelligent agents and recommendation systems
… Each LO can be used, reused or referenced during e-learning processes with the purpose …

MoodleREC: A recommendation system for creating courses using the moodle e-learning platform

C De Medio, C Limongelli, F Sciarrone… - Computers in Human …, 2020 - Elsevier
system deemed to help teachers build a new course by receiving recommendations from the
system, … analysis of the ways LOs are recommended in other systems, compared with ours. …