SBS feature selection and AdaBoost classifier for specialization/major recommendation for undergraduate students

N Mansouri, M Abed, M Soui - Education and Information Technologies, 2024 - Springer
Selecting undergraduate majors or specializations is a crucial decision for students since it
considerably impacts their educational and career paths. Moreover, their decisions should …

A recommendation system for selecting the appropriate undergraduate program at higher education institutions using graduate student data

Y Zayed, Y Salman, A Hasasneh - Applied Sciences, 2022 - mdpi.com
Selecting the appropriate undergraduate program is a critical decision for students. Many
elements influence this choice for secondary students, including financial, social …

Selection of the right undergraduate major by students using supervised learning techniques

AO Alsayed, MSM Rahim, I AlBidewi, M Hussain… - Applied Sciences, 2021 - mdpi.com
University education has become an integral and basic part of most people preparing for
working life. However, placement of students into the appropriate university, college, or …

A comparative study of machine learning approaches for recommending university faculty

N Kamal, F Sarker, KA Mamun - 2020 2nd International …, 2020 - ieeexplore.ieee.org
Academic program selection is a vital decision as it plays a substantial role in enhancing
opportunities in career paths. Numerous researches utilizing psychometrics have been …

[PDF][PDF] An Effective Recommendation System to Forecast the Best Educational Program Using Machine Learning Classification Algorithms.

J Dhar, AK Jodder - Ingénierie des Systèmes d Inf., 2020 - researchgate.net
After passing the 10th class, every student is eager to know which educational program will
be the best for their higher education to match their career goal. Sometimes, they are very …

Using recommender systems for matching students with suitable specialization: An exploratory study at King Abdulaziz University

K Alshaikh, N Bahurmuz, O Torabah… - … Journal of Emerging …, 2021 - learntechlib.org
Abstract In Saudi Arabia, all high school graduates who want join local universities have to
go through a preparatory year before selecting their specific specialization/major. One of the …

CMRS: Towards intelligent recommendation for choosing college majors

Y Meng, M Fu - Proceedings of the 4th International Conference on …, 2020 - dl.acm.org
The choice of college majors plays a critical role in determining the future opportunities and
earnings of college graduates. Students make their college major decisions due to …

Skill based course recommendation system

V Sankhe, J Shah, T Paranjape… - … on Computing, Power …, 2020 - ieeexplore.ieee.org
In today's world, students face an immense repertoire of options relating to the number of
courses that they may choose from. To make this seemingly massive choice relatively easy …

University Recommendation System for Higher Studies in USA

A Nalawade, B Tiple - ICDSMLA 2020: Proceedings of the 2nd …, 2022 - Springer
With the increasing number of graduates seeking to pursue higher education, getting a
student's admission into the university becomes more challenging. New graduate students …

Recommender System for STEM Enrolment in Universities Using Machine Learning Algorithms: Case of Kenyan Universities

B Ondiek, L Waruguru, S Njenga - International Journal of …, 2023 - ijstm.inarah.co.id
Abstract Technology, Engineering, and Mathematics (STEM) enrolment has gained a lot of
research interest. The increase in demand for STEM-based skill sets has contributed to the …