[HTML][HTML] Analyzing and predicting students' performance by means of machine learning: A review

JL Rastrollo-Guerrero, JA Gómez-Pulido… - Applied sciences, 2020 - mdpi.com
… For example, machine learning applications were proposed to acquire knowledge about
studentslearning in computer science, develop optimal warning models, and discover …

Student performance prediction model based on supervised machine learning algorithms

AS Hashim, WA Awadh… - … science and engineering, 2020 - iopscience.iop.org
Computer Science and Information Technology, University of Basra, for academic years
2017–2018 and 2018–2019 to predict student performanceuse EDM to predict which students

[HTML][HTML] Educational data mining: prediction of students' academic performance using machine learning algorithms

M Yağcı - Smart Learning Environments, 2022 - Springer
… based on machine learning algorithms to predict the final exam grades of undergraduate
students, … EDM is the use of DM methods on educational data such as student information, …

Predicting Students' Performance Employing Educational Data Mining Techniques, Machine Learning, and Learning Analytics

A Alam, A Mohanty - International Conference on Communication …, 2022 - Springer
… in computer science or, more specifically, artificial intelligence. … in EDM applications often
require the use of both predictivePredictive models use supervised learning techniques to …

Enhancing prediction of student success: Automated machine learning approach

H Zeineddine, U Braendle, A Farah - Computers & Electrical Engineering, 2021 - Elsevier
… using advanced statistics and Machine Learning. To allow for early intervention, this … the
use of Automated Machine Learning to enhance the accuracy of predicting student performance

Classification and prediction of student performance data using various machine learning algorithms

H Pallathadka, A Wenda, E Ramirez-Asís… - Materials today …, 2023 - Elsevier
… on their prior performance in comparable courses, this study predicts students' performance
in a … Education data mining refers to the collection of data mining applications in the field of …

[HTML][HTML] A systematic literature review of student'performance prediction using machine learning techniques

B Albreiki, N Zaki, H Alashwal - Education Sciences, 2021 - mdpi.com
performance prediction using a machine learning algorithm. This review investigates the
application … They applied the historical data of computer engineering from the universities of …

Multiclass prediction model for student grade prediction using machine learning

SDA Bujang, A Selamat, R Ibrahim, O Krejcar… - IEEE …, 2021 - ieeexplore.ieee.org
… analysis of machine learning techniques to predict the final student grades in the first …
Application of machine learning in predicting performance for computer engineering students

Educational data mining for predicting students' academic performance using machine learning algorithms

P Dabhade, R Agarwal, KP Alameen… - Materials Today …, 2021 - Elsevier
… In the present study, machine learning algorithms such as multiple linear regression, support
vector … Tech, Do you use any online e-learning platform?, Your experience with online …

Assessment and evaluation of different machine learning algorithms for predicting student performance

YA Alsariera, Y Baashar, G Alkawsi… - … intelligence and …, 2022 - Wiley Online Library
… , students can improve their learning activities, and administrators can improve their operations
[3, 4]. The timely prediction of student performance … in the learning process to apply the …