Personalisation methods in e‐learning‐A literature review

V Mikić, M Ilić, L Kopanja… - Computer Applications in …, 2022 - Wiley Online Library
Over the years, personalisation in e‐learning has evolved as a promising paradigm for
matching learners' specific requirements. Although many literature reviews on personalised …

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 …

CoBERT: A Contextual BERT model for recommending employability profiles of information technology students in unstable developing countries

HN Mpia, LW Mburu, SN Mwendia - Engineering Applications of Artificial …, 2023 - Elsevier
Unemployment constitutes one of the major problems in developing countries, with factors
such as unavailable skills and the proliferation of unskilled workers being cited as main …

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 …

Impressions and Strategies of Academic Advisors When Using a Grade Prediction Tool During Term Planning

GG Méndez, L Galárraga, K Chiluiza… - Proceedings of the 2023 …, 2023 - dl.acm.org
Academic advising brings numerous benefits to the mission of Higher Education Institutions.
One central and challenging duty of advisors is course recommendation for term planning …

HSIL: hybrid semantic infused learning approach for course recommendation

D Agrawal, G Deepak - International Conference on Digital Technologies …, 2022 - Springer
Course recommendation is essential to enable learners to choose the best course among
many available courses. So, as a result, a semantically driven course recommendation …

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 …

A matrix factorization-based collaborative filtering framework for course recommendations in higher education

G Muzdybayeva, D Khashimova… - 2023 17th …, 2023 - ieeexplore.ieee.org
In higher education, students are often faced with a plethora of elective courses, making it
challenging to determine which courses align with their academic and career goals …

Course recommendation system using content-based filtering

P Mishra, V Jain - 2023 7th International Conference on Trends …, 2023 - ieeexplore.ieee.org
The E-learning infrastructure is growing rapidly, choosing the right skills set to built a career
in an area of interest sometimes can be mystifying and hence a recommendation system is …

Navigating Academia–Recommender Systems for Module Exploration

N Hagemann - 2022 - researchrepository.ucd.ie
Personalised recommendations feature prominently in many aspects of our lives, from the
movies we watch to the news we read and even the people we date. However, one area that …