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 …
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
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 …
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
Recommender systems (RSs) are increasingly recognized as intelligent software for
predicting users' opinions on specific items. Various RSs have been developed in different …
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 …
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 …
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 …
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 …
learning data presents significant challenges. A recommendation system is a popular …
Enhancing E-Learning Materials Recommendations with Contextual Awareness and Collaborative Filtering
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 …
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 …
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 …
amounts of information online, which has become a problem for users regarding the time …