[HTML][HTML] Review and classification of content recommenders in E-learning environment

J Joy, RVG Pillai - Journal of King Saud University-Computer and …, 2022 - Elsevier
E-learning recommender systems are becoming more popular due to the massive learning
materials available online and the changing pedagogy. A content recommender system in …

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

Q Zhang, J Lu, G Zhang - Journal of Smart Environments …, 2021 - pdfs.semanticscholar.org
In this era when every aspect of society is accelerating, people are always seeking
improvement to stay competitive in their careers. E-learning systems fit into the ever …

A systematic literature review on adaptive content recommenders in personalized learning environments from 2015 to 2020

NS Raj, VG Renumol - Journal of Computers in Education, 2022 - Springer
In personalized learning, each student gets a customized learning plan according to their
pace of learning, instructional preferences, learning objects, etc. Hence the content …

The effect of incorporating good learners' ratings in e-Learning content-based recommender System

KI Ghauth, NA Abdullah - Journal of Educational Technology & Society, 2011 - JSTOR
One of the anticipated challenges of today's e-learning is to solve the problem of
recommending from a large number of learning materials. In this study, we introduce a novel …

Measuring learner's performance in e-learning recommender systems

KI Ghauth, NA Abdullah - Australasian Journal of Educational …, 2010 - ajet.org.au
A recommender system is a piece of software that helps users to identify the most interesting
and relevant learning items from a large number of items. Recommender systems may be …

Learning materials recommendation using good learners' ratings and content-based filtering

KI Ghauth, NA Abdullah - Educational technology research and …, 2010 - Springer
The enormity of the amount of learning materials in e-learning has led to the difficulty of
locating suitable learning materials for a particular learning topic, creating the need for …

Enhanced personalized recommendation system for machine learning public datasets: generalized modeling, simulation, significant results and analysis

S Bhaskaran, R Marappan - International Journal of Information …, 2023 - Springer
Nowadays, e-learning, an intelligent learning system based on the formal teaching
methodology but with some electronic properties or resources, plays a major role for …

Personalized recommender system for e-Learning environment

S Benhamdi, A Babouri, R Chiky - Education and Information Technologies, 2017 - Springer
Traditional e-Learning environments are based on static contents considering that all
learners are similar, so they are not able to respond to each learner's needs. These systems …

A systematic review: machine learning based recommendation systems for e-learning

SS Khanal, PWC Prasad, A Alsadoon… - Education and Information …, 2020 - Springer
The constantly growing offering of online learning materials to students is making it more
difficult to locate specific information from data pools. Personalization systems attempt to …

A recommender model in e-learning environment

O Bourkoukou, E El Bachari, M El Adnani - Arabian Journal for Science …, 2017 - Springer
Various researches in E-learning mainly focused on improving learner achievements based
on learner profile. Explosive growth of distance learning has caused difficulty of locating …