[HTML][HTML] Developing and evaluating a university recommender system

M Elahi, A Starke, N El Ioini, AA Lambrix… - Frontiers in Artificial …, 2022 - frontiersin.org
A challenge for many young adults is to find the right institution to follow higher education.
Global university rankings are commonly used, but inefficient tool, for they do not consider a …

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 content-based recommender system for choosing universities

MJ Mokarrama, S Khatun… - Turkish Journal of …, 2020 - journals.tubitak.gov.tr
Recommender system (RS) is a knowledge discovery and decision-making system that has
been extensively used in a myriad of applications to assist people in making distinct choices …

An autonomous courses recommender system for undergraduate using machine learning techniques

M Isma'il, U Haruna, G Aliyu… - 2020 international …, 2020 - ieeexplore.ieee.org
A University admission process is a complex process that needs a tremendous amount of
time and labor to allocate course (s) to the prospective applicants. The study aimed at …

[PDF][PDF] Analysis of Features and Abilities of Online Systems and Tools Meeting Information Needs of HEIs' Entrants.

P Zhezhnych, O Berezko, K Zub, I Demydov - COAPSN, 2020 - ceur-ws.org
The paper presents information systems analysis in the educational domain that fulfil
information needs of university entrants regarding their admission to higher education …

An enhanced approach using collaborative filtering for generating under graduate program recommendations

V Vaidhehi, R Suchithra - 2019 Second International …, 2019 - ieeexplore.ieee.org
The Students of class 12 in India choose a program from a pool of programs offered by
higher education institutions. It is proven that students end up choosing inappropriate …

Predictive Analysis of the Effects of Personality Traits on an Academic Program

N Kamal, F Sarker, MSH Mukta… - 2020 2nd International …, 2020 - ieeexplore.ieee.org
The choice of academic program is a crucial selection as this decision plays a major role in
enhancing opportunities in career path. Young adolescents often experience indecisions …

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 …

Machine learning model for recommending suitable courses of study to candidates in Nigerian Universities

G Aliyu, U Haruna, I Abdulmumin, M Isma'il… - … Science and Its …, 2021 - Springer
The diversity of courses and complications of admission requirements are complex tasks
particularly in Nigerian Universities where a number of parameters are used during the …

[PDF][PDF] Assessment of affecting factors for higher education admission process

HI Patel, C Patel, A Trivedi - Int. J. Eng. Adv. Technol, 2019 - researchgate.net
Education is the most important aspect of human life. Today, many streams are available to
study. It has created a huge opportunity for a student to enroll in any course by fulfilling …