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 study on E-Learning and recommendation system

A Madhavi, A Nagesh… - Recent Advances in …, 2022 - ingentaconnect.com
Introduction: Today, technology and internet both are proliferating due to which information
access is becoming easier, and is creating new challenges and opportunities in all fields …

[PDF][PDF] Recommendation Systems for Personalized Learning: A Data-Driven Approach in Education

S Tatineni - Journal of Computer Engineering and Technology …, 2020 - researchgate.net
With the increasing digitization of education, personalized learning has emerged as a
pivotal pedagogical approach to cater to individual student needs. Recommendation …

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 …

[PDF][PDF] An architecture for recommendation of courses in e-learning system

B Rawat, SK Dwivedi - Int. J. Inf. Technol. Comput. Sci.(IJITCS), 2017 - academia.edu
Over the last few years, the face of traditional learning has changed significantly, due to the
emergence of the web. Consequently several learning systems have emerged such as …

Recommender systems in e-learning environments: a survey of the state-of-the-art and possible extensions

A Klašnja-Milićević, M Ivanović… - Artificial Intelligence …, 2015 - Springer
With the development of sophisticated e-learning environments, personalization is
becoming an important feature in e-learning systems due to the differences in background …

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 architecture for a personalized learning recommendation on knowledge level of learner

D Herath, L Jayarathne - International Journal of Scientific & …, 2018 - researchgate.net
E-Learning is considered as one of the most popular research areas in distance and web-
based education. Nowadays, most of the educational institutions such as universities …

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 …

[引用][C] E-learning recommender system based on collaborative filtering and ontology

J Tarus, Z Niu, B Khadidja - International Journal of Computer and Information …, 2017