[HTML][HTML] A systematic review of the literature on machine learning application of determining the attributes influencing academic performance

I Issah, O Appiah, P Appiahene, F Inusah - Decision analytics journal, 2023 - Elsevier
Academic institutions operate in an extremely demanding and competitive environment.
Some difficulties confronting most schools are delivering high-quality education to the …

Toward predicting student's academic performance using artificial neural networks (ANNs)

Y Baashar, G Alkawsi, A Mustafa, AA Alkahtani… - Applied Sciences, 2022 - mdpi.com
Student performance is related to complex and correlated factors. The implementation of a
new advancement of technologies in educational displacement has unlimited potentials …

AI-based learning style detection in adaptive learning systems: a systematic literature review

A Ezzaim, A Dahbi, A Aqqal, A Haidine - Journal of Computers in …, 2024 - Springer
The integration of AI in education, particularly in adaptive learning, emphasizes the critical
need for automatic detection of individual learning styles. Traditional methods such as tests …

Visual-predictive data analysis approach for the academic performance of students from a Peruvian University

D Orrego Granados, J Ugalde, R Salas, R Torres… - Applied Sciences, 2022 - mdpi.com
The academic success of university students is a problem that depends in a multi-factorial
way on the aspects related to the student and the career itself. A problem with this level of …

[HTML][HTML] Evaluation of postgraduate academic performance using artificial intelligence models

Y Baashar, Y Hamed, G Alkawsi, LF Capretz… - Alexandria Engineering …, 2022 - Elsevier
Institutions of higher learning are currently facing the challenging task of attracting new
students who can effectively meet their diverse academic demands. With these demands …

Learning performance of international students and students with disabilities: early prediction and feature selection through educational data mining

TT Huynh-Cam, LS Chen, KV Huynh - Big Data and Cognitive Computing, 2022 - mdpi.com
The learning performance of international students and students with disabilities has
increasingly attracted many theoretical and practical researchers. However, previous studies …

Towards a comprehensive understanding of blockchain technology adoption in various industries in developing and emerging economies: a systematic review

ZA Al-Sulami, N Ali, R Ramli, S Lu - Cogent Business & …, 2024 - Taylor & Francis
The fast growth and wide range of applications of blockchain (BC) technology in various
industries is irrefutable. Generally, BC technology is still in at an infant stage but it has …

Toward blockchain technology in the energy environment

Y Baashar, G Alkawsi, AA Alkahtani, W Hashim… - Sustainability, 2021 - mdpi.com
Energy management and exchange have increasingly shifted from concentrated to
hierarchical modes. Numerous issues have arisen in the decentralized energy sector …

[PDF][PDF] Accuracy Enhancement of Prediction Method using SMOTE for Early Prediction Student's Graduation in XYZ University

A Yaqin, M Rahardi, FF Abdulloh - International Journal of …, 2022 - researchgate.net
Culture of the Republic of Indonesia's regulations from 2014, one of the essential elements
in implementing higher education is the student's study duration. Higher education …

Comprehensive evaluations of student performance estimation via machine learning

AS Mohammad, MTS Al-Kaltakchi, J Alshehabi Al-Ani… - Mathematics, 2023 - mdpi.com
Success in student learning is the primary aim of the educational system. Artificial
intelligence utilizes data and machine learning to achieve excellence in student learning. In …