Personalization in education using recommendation system: an overview

SS Kundu, D Sarkar, P Jana, DK Kole - Computational Intelligence in …, 2021 - Springer
In the modern era, when everyone has access to all the information around the world,
Internet plays the most crucial role in making the process much smoother. It has already …

[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 …

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 …

[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 …

An improved recommender system for e-learning environments to enhance learning capabilities of learners

Sunil, MN Doja - Proceedings of ICETIT 2019: Emerging Trends in …, 2020 - Springer
In the present era to improve learning competence of learners generally every educational
organization are adapting e-learning environment. As immense growth of internet and easily …

[PDF][PDF] A systematic literature review on the implications of educational recommender system in teaching learning environment

N Pal, O Dahiya - International Journal of Engineering Trends and …, 2023 - researchgate.net
The education sector has drastically changed from offline to online mode in the past few
years. Educational data mining, learning analytics, and machine learning are the fields that …

Personalized e-learning recommender system using multimedia data

H Murad, L Yang - International Journal of Advanced …, 2018 - researchportal.port.ac.uk
Due to the huge amounts of online learning materials, e-learning environments are
becoming very popular as means of delivering lectures. One of the most common e-learning …

[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] E-learning recommendation systems–a survey

R Parveen, AK Jaiswa, V Kant - International Journal of Engineering …, 2012 - academia.edu
Recommendation systems are the agents that help the learner to identify a subset of suitable
learning resources from a variety of choices. Recommendation Systems is a widely explored …

Recommender systems in e-learning environments

A Klašnja-Milićević, B Vesin, M Ivanović… - E-learning systems …, 2017 - Springer
Recommender system can be defined as a platform for providing recommendations to users
based on their personal likes and dislikes. These systems use a specific type of information …