[PDF][PDF] Using machine learning algorithms to predict students' performance and improve learning outcome: A literature based review

F Ofori, E Maina, R Gitonga - Journal of Information and Technology, 2020 - academia.edu
The application of machine learning techniques in predicting students' performance, based
on their background and their in-term performance has proved to be a helpful tool for …

Machine learning approach for student academic performance prediction

S Rai, KA Shastry, S Pratap, S Kishore… - … Intelligence: Frontiers in …, 2021 - Springer
The assessment in outcome-based learning is very vital. A significant approach toward
measuring the student performance is required. Nowadays, the amounts of data that are …

[PDF][PDF] Students' academic performance prediction model using machine learning

M Sudais, M Safwan, MA Khalid, S Ahmed - 2022 - academia.edu
Providing quality education to students is the main objective of higher education institutions.
The need of identifying students with weak performances has been a rising problem and …

Student performance prediction and classification using machine learning algorithms

B Sekeroglu, K Dimililer, K Tuncal - Proceedings of the 2019 8th …, 2019 - dl.acm.org
For a productive and a good life, education is a necessity and it improves individuals' life
with value and excellence. Also, education is considered a vital need for motivating self …

[PDF][PDF] An empirical study for student academic performance prediction using machine learning techniques

DT Ha, PTT Loan, CN Giap… - International Journal of …, 2020 - researchgate.net
Predicting students' academic performance is of great concern for both students and
educational institutions. Drawing on the prediction of learning outcome, lecturers and …

Students' performance prediction using feature selection and supervised machine learning algorithms

J Gajwani, P Chakraborty - … : Proceedings of ICICC 2020, Volume 1, 2021 - Springer
Educational data mining involves finding patterns in educational data which can be obtained
from various e-learning systems or can be gathered using traditional surveys. In this paper …

[PDF][PDF] Evaluation of data mining techniques for predicting student's performance

M Kumar, AJ Singh - International Journal of Modern Education and …, 2017 - academia.edu
This paper highlights important issues of higher education system such as predicting
student's academic performance. This is trivial to study predominantly from the point of view …

Machine Learning Approaches for Student Performance Prediction

S Gupta, J Agarwal - 2022 10th International Conference on …, 2022 - ieeexplore.ieee.org
India's Education system is very old and due to a large population of students in India, there
are some serious issues in analyzing and predicting students' performance. In the Indian …

[PDF][PDF] Hybrid machine learning algorithms for predicting academic performance

P Sokkhey, T Okazaki - Int. J. Adv. Comput. Sci. Appl, 2020 - academia.edu
The large volume of data and its complexity in educational institutions require the sakes from
informative technologies. In order to facilitate this task, many researchers have focused on …

[PDF][PDF] Classification and prediction of student academic performance in king khalid university-a machine learning approach

B Prasanalakshmi, A Farouk - Indian J Sci …, 2019 - sciresol.s3.us-east-2.amazonaws …
Objectives: Universities accumulate huge amount of student's data in electronic form. Based
on the information stored in the database filtering a data on certain criteria becomes difficult …