[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 …

[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 …

Predicting Students' Performance Using Machine Learning Algorithms: A Review

SO Oppong - Asian Journal of Research in Computer …, 2023 - eprints.go2submission.com
Educational Data Mining is a discipline focused on developing ways for studying the unique
and increasingly large-scale data generated by educational settings and applying those …

[PDF][PDF] Analysis and prediction of student academic performance using machine learning

AO Oyedeji, AM Salami, O Folorunsho… - JITCE (Journal of …, 2020 - academia.edu
Student performance is of deep concern in the educational institutes where various factors
may affect the performance of students. Predicting student academic performance has long …

[PDF][PDF] The prediction of students' academic performance using classification data mining techniques

F Ahmad, NH Ismail, AA Aziz - Applied mathematical sciences, 2015 - m-hikari.com
Data Mining provides powerful techniques for various fields including education. The
research in the educational field is rapidly increasing due to the massive amount of students' …

[PDF][PDF] On improving student performance prediction in education systems using enhanced data mining techniques

K Karthikeyan, P Kavipriya - International Journal of Advanced …, 2017 - researchgate.net
This paper focused on improving student performance prediction, based on their personal
and academic performance characteristics. Due to the incredible growth in recent …

[PDF][PDF] Literature survey on student's performance prediction in education using data mining techniques

M Kumar, AJ Singh, D Handa - International Journal of Education …, 2017 - academia.edu
One of the most challenging tasks in the education sector in India is to predict student's
academic performance due to a huge volume of student data. In the Indian context, we don't …

[PDF][PDF] Prediction of student academic performance using neural network, linear regression and support vector regression: a case study

EY Obsie, SA Adem - International Journal of Computer …, 2018 - researchgate.net
Predicting students‟ academic performance is very crucial especially for higher educational
institutions. This paper designed an application to assist higher education institutions to …

[PDF][PDF] Prediction of final result and placement of students using classification algorithm

N Naik, S Purohit - International Journal of computer applications, 2012 - researchgate.net
The quality higher education is required for growth and development of country.
Professional education is one of the pillars of higher education. Data mining techniques aim …

[PDF][PDF] Predicting student performance: a statistical and data mining approach

V Ramesh, P Parkavi, K Ramar - International journal of computer …, 2013 - researchgate.net
Predicting the performance of a student is a great concern to the higher education
managements. The scope of this paper is to identify the factors influencing the performance …