Recommendation systems for education: Systematic review

MC Urdaneta-Ponte, A Mendez-Zorrilla… - Electronics, 2021 - mdpi.com
Recommendation systems have emerged as a response to overload in terms of increased
amounts of information online, which has become a problem for users regarding the time …

Educational data mining and learning analytics: A review of educational management in e-learning

A Rabelo, MW Rodrigues, C Nobre, S Isotani… - Information Discovery …, 2024 - emerald.com
Purpose The purpose of this study is to identify the main perspectives and trends in
educational data mining (EDM) in the e-learning environment from a managerial …

State-of-the-art survey on deep learning-based recommender systems for e-learning

L Salau, M Hamada, R Prasad, M Hassan… - Applied Sciences, 2022 - mdpi.com
Recommender systems (RSs) are increasingly recognized as intelligent software for
predicting users' opinions on specific items. Various RSs have been developed in different …

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 …

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 …

Recommender systems in smart campus: a systematic mapping

M Hideki Mensch Maruyama, L Willig Silveira… - … and Information Systems, 2024 - Springer
Recommender systems are extremely useful tools to provide the user with information that
may be of interest. These systems are responsible for performing a series of procedures to …

Knowledge Graph-Based Recommendation System for Personalized E-Learning

D Baig, D Nurbakova, B Mbaye… - Adjunct Proceedings of the …, 2024 - dl.acm.org
Due to the large amount of available e-learning data, identifying relevant information from e-
learning data presents significant challenges. A recommendation system is a popular …

Enhancing E-Learning Materials Recommendations with Contextual Awareness and Collaborative Filtering

A Anter, IF Moawad, SM Mosaad - 2024 6th International …, 2024 - ieeexplore.ieee.org
The number of learners using online learning materials has significantly increased in recent
years. Due to the overload of information, many learners face difficulty finding relevant and …

Using Sentiment Analysis to Improve Course Recommendations for MOOCs

IA Solbjørg - 2023 - ntnuopen.ntnu.no
Massive åpne nettkurs (MOOCer) har blitt brukt i e-læring det siste tiåret, og fremveksten
deres eksploderte under COVID-19-pandemien. Nye kurs blir stadig tilgjengeliggjort, noe …

[PDF][PDF] Recommendation Systems for Education: Systematic Review. Electronics 2021, 10, 1611

MC Urdaneta-Ponte, A Mendez-Zorrilla… - 2021 - academia.edu
Recommendation systems have emerged as a response to overload in terms of increased
amounts of information online, which has become a problem for users regarding the time …