[PDF][PDF] Predicting student performance with multi-level representation in an intelligent academic recommender system using backpropagation neural network

D Kurniadi, E Abdurachman, H Warnars… - ICIC Express Lett. Part …, 2021 - researchgate.net
This article aimed to develop a classification model for predicting student academic
performance by representing outputs into various multi-level representations with better …

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 …

Recommendation system using deep learning to predict suitable academic path for higher secondary students

V Anupama, MS Elayidom - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
It is critical to predict students' success in topics related to high study, along with deep
learning as well as its connection to educational information. Recommending student …

A recommender for improving the student academic performance

M Goga, S Kuyoro, N Goga - Procedia-Social and Behavioral Sciences, 2015 - Elsevier
There is a growing awareness among researchers about the apparent variations in the
academic performance of students in tertiary institutions. Although, many studies have …

Adaptive recommendation system using machine learning algorithms for predicting student's best academic program

M Ezz, A Elshenawy - Education and Information Technologies, 2020 - Springer
Some of the educational organizations have multi-education paths such as engineering and
medicine collages. In such colleges, the behavior of the student in the preparatory year …

The prediction of student grades using collaborative filtering in a course recommender system

M Ceyhan, S Okyay, Y Kartal… - 2021 5th international …, 2021 - ieeexplore.ieee.org
The increasing amount of data has made recommender systems necessary, especially with
the internet and social media. Recommender systems refine the crucial information about …

[PDF][PDF] Advisory system for student enrollment in university based on variety of machine learning algorithms

M Ezz - International Journal of Computing, 2015 - meacse.org
The enrollment process of students in the Egyptian universities is mainly based on student
final grades in high school. The high school final grade doesn't reflect promising student to …

A Framework of Prompting Intelligent System for Academic Advising Using Recommendation System Based on Association Rules

S Alghamdi, O Sheta, M Adrees - 2022 9th International …, 2022 - ieeexplore.ieee.org
A recommendation or a suggestion system is a branch of information filtering systems that
aims to anticipate a user's liking of a specific product. The recommendation system mainly …

A recommender system for predicting students' admission to a graduate program using machine learning algorithms

I El Guabassi, Z Bousalem, R Marah, A Qazdar - 2021 - learntechlib.org
In the 21st century, University educations are becoming a key pillar of social and economic
life. It plays a major role not only in the educational process but also in the ensuring of two …

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 …