Design and analysis of a cluster-based intelligent hybrid recommendation system for e-learning applications

S Bhaskaran, R Marappan, B Santhi - Mathematics, 2021 - mdpi.com
Recently, different recommendation techniques in e-learning have been designed that are
helpful to both the learners and the educators in a wide variety of e-learning systems …

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

S Souabi, A Retbi, MKIK Idrissi… - Electronic Journal of E …, 2021 - academic-publishing.org
E-learning is renowned as one of the highly effective modalities of learning. Social learning,
in turn, is considered to be of major importance as it promotes collaboration between …

Learning paths design in personal learning environments: The impact on postgraduates' cognitive achievements and satisfaction

X Xu, WCH Hong, Y Zhang, H Jiang… - Innovations in Education …, 2024 - Taylor & Francis
This study designed and pilot-tested a learning path in Personal Learning Environments
(PLEs) to facilitate learners' Self-regulated Learning. 122 postgraduates who joined an …

Design and analysis of an efficient machine learning based hybrid recommendation system with enhanced density-based spatial clustering for digital e-learning …

S Bhaskaran, R Marappan - Complex & Intelligent Systems, 2023 - Springer
A decision-making system is one of the most important tools in data mining. The data mining
field has become a forum where it is necessary to utilize users' interactions, decision-making …

LD–LP generation of personalized learning path based on learning diagnosis

L Meng, W Zhang, Y Chu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
With the rapid advancement of education, personalized learning has gained considerable
attention in recent years. Learning path plays an important role in this area and has attracted …

[PDF][PDF] Analysis of recent trends in e-learning personalization techniques

R Marappan, S Bhaskaran - The Educational Review, USA, 2022 - hillpublisher.com
Customized e-learning dependent on a recommender framework is perceived as the most
fascinating exploration field in schooling and education in this last decade, since the …

Systematic review of the published explainable educational recommendation systems

I Pesovski, AM Bogdanova… - 2022 20th International …, 2022 - ieeexplore.ieee.org
The goal of this paper is to systematically review the available literature on the topic of
explainable recommendation systems in education, especially when recommendation …

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
E-learning has recently become widespread all over the world. All countries are working
more and more to integrate information and communication technology in their educational …

A recommendation approach in social learning based on k-means clustering

S Souabi, A Retbi, MK Idrissi… - … Conference on Intelligent …, 2020 - ieeexplore.ieee.org
Social networks are a powerful and efficient tool for e-learning promoting collaboration
between learners. Thus, to better manage the learning process within these environments, it …

A Systematic Survey on Personalized Learning Framework based Recommendation System

M Ashok, A Chinnasamy, K Ramasamy… - … Conference on Data …, 2022 - ieeexplore.ieee.org
The purpose of this study will be to conduct a literature review on the topic of a personalized
learning framework-based educational resource recommendation system. The goal of this …