Recommender System in Academic Choices of Higher Education: A Systematic Review

N Kamal, F Sarkar, A Rahman, S Hossain… - IEEE …, 2024 - ieeexplore.ieee.org
Recommender systems have gained significant attention as powerful tools for supporting
decision-making processes in various domains. However, the understanding of their impact …

[PDF][PDF] A review of recommender systems for choosing elective courses

M Maphosa, W Doorsamy, B Paul - International Journal of …, 2020 - academia.edu
In higher education, students face challenges when choosing elective courses in their study
programmes. Most higher education institutions employ advisors to assist with this task …

Systematic Review of Recommendation Systems for Course Selection

S Algarni, F Sheldon - Machine Learning and Knowledge Extraction, 2023 - mdpi.com
Course recommender systems play an increasingly pivotal role in the educational
landscape, driving personalization and informed decision-making for students. However …

A systematic literature review on educational recommender systems for teaching and learning: research trends, limitations and opportunities

FL da Silva, BK Slodkowski, KKA da Silva… - Education and …, 2023 - Springer
Recommender systems have become one of the main tools for personalized content filtering
in the educational domain. Those who support teaching and learning activities, particularly …

Fifteen years of recommender systems research in higher education: Current trends and future direction

V Maphosa, M Maphosa - Applied Artificial Intelligence, 2023 - Taylor & Francis
Artificial intelligence applications have revolutionized business, industry, and education.
Applications developed for other sectors are being adapted for education. The amount of …

[PDF][PDF] The State of the Art in Methodologies of Course Recommender Systems—A Review of Recent Research. Data 2021, 6, 18

DB Guruge, R Kadel, SJ Halder - 2021 - pdfs.semanticscholar.org
In recent years, education institutions have offered a wide range of course selections with
overlaps. This presents significant challenges to students in selecting successful courses …

The state of the art in methodologies of course recommender systems—a review of recent research

DB Guruge, R Kadel, SJ Halder - Data, 2021 - mdpi.com
In recent years, education institutions have offered a wide range of course selections with
overlaps. This presents significant challenges to students in selecting successful courses …

Recommendation systems in education: A systematic mapping study

AC Rivera, M Tapia-Leon, S Lujan-Mora - Proceedings of the international …, 2018 - Springer
Several researchers study recommendation systems to assist users in the retrieval of
relevant goods and services, mostly used in e-commerce. However, there is limited …

Recommender systems in education: A literature review and bibliometric analysis

G Lampropoulos - Advances in Mobile Learning Educational Research, 2023 - syncsci.com
This study aims to provide an overview regarding the use of recommender systems in
education through a systematic review and a bibliometric analysis. The Preferred Reporting …

The research trends in recommender systems for e-learning: A systematic review of SSCI journal articles from 2014 to 2018

J Zhong, H Xie, FL Wang - Asian Association of Open Universities …, 2019 - emerald.com
Purpose A recommendation algorithm is typically applied to speculate on users' preferences
based on their behavioral characteristics. The purpose of this paper is to provide a …