[HTML][HTML] 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 …

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 …

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 …

[PDF][PDF] PM K-LightGCN: Optimizing for Accuracy and Popularity Match in Course Recommendation.

Y Ran, H Hu, MY Kan - MORS@ RecSys, 2022 - ceur-ws.org
A growing body of literature on educational recommenders focuses on accuracy but
neglects how it can marginalize user experience. Accuracy optimization fits the interaction …

Course recommendation with deep learning approach

TT Dien, L Hoai-Sang, N Thanh-Hai… - Future Data and Security …, 2020 - Springer
Course selection is a crucial task which may affect greatly on student performance. Because
of poor performances, numerous students have been receiving formal warnings and …

Reasonable Sense of Direction: Making Course Recommendations Understandable with LLMs

HW Chun, RK Ong, AWH Khong - 2024 IEEE 67th International …, 2024 - ieeexplore.ieee.org
Course recommendation systems play an essential role in academic institutions for students
to find courses that align with their interests and graduation requirements. However, due to …

Online course registration and advisory systems based on students' personal and social constraints

BN Faraj, AA Muhammed - Kurdistan Journal of Applied Research, 2021 - mail.spu.edu.iq
Komar University of Science and Technology (KUST) is among very few universities in Iraq
that follows the prerequisite system which is very common in the tertiary level institutions …

An Intelligent E-Learning Course Recommendation Framework Based on Student Learning Style.

E Ashraf, S Manickam, S Karuppayah, SK Malik - Journal of Educators Online, 2023 - ERIC
As the drive to move from traditional face-to-face classroom learning to e-learning is ever in
demand, the knowledge corpus exposed to students can be overwhelming because there is …

CoSPARP: Collaborative and Social‐Personality Aware Recommendation of Programmes

NY Asabere - Mobile Information Systems, 2022 - Wiley Online Library
Globally, the selection of tertiary programmes for higher education in a university by
prospective applicants is a daunting task. Different universities offer a wide range 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 …