E-learning recommender system for learners: a machine learning based approach

K Chaudhary, N Gupta - International Journal of Mathematical …, 2019 - search.proquest.com
Web mining procedure helps the surfers to get the required information but finding the exact
information is as good as finding a needle in a haystack. In this work, an intelligent …

[PDF][PDF] An Optimized Feature Selection Method for E-Learning Recommender System Using Deep Neural Network based on Multilayer Perceptron.

PK Balasamy, K Athiyappagounder - International Journal of Intelligent …, 2022 - inass.org
An effective E-Learning system must identify learning content appropriate for the needs of
the specific learner from among the many sources of learning content available. The …

Courses recommendation algorithm based on performance prediction in E-learning

DDASL Koffi, N Ouattara, DM Mambe… - … Journal of Computer …, 2021 - koreascience.kr
The effectiveness of recommendation systems depends on the performance of the
algorithms with which these systems are designed. The quality of the algorithms themselves …

Combination of machine learning algorithms for recommendation of courses in E-Learning System based on historical data

SB Aher, L Lobo - Knowledge-Based Systems, 2013 - Elsevier
Data mining is the process which is used to analyze the large database to find the useful
pattern. Data mining can be used to learn about student's behavior from data collected using …

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 …

[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 …

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 …

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 …

E-learning course recommender system using collaborative filtering models

KK Jena, SK Bhoi, TK Malik, KS Sahoo, NZ Jhanjhi… - Electronics, 2022 - mdpi.com
e-Learning is a sought-after option for learners during pandemic situations. In e-Learning
platforms, there are many courses available, and the user needs to select the best option for …

[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 …