[PDF][PDF] Students' performance prediction based on their academic record

F Berhanu, A Abera - International Journal of Computer …, 2015 - researchgate.net
Because of rapid increasing of data in educational environment, educational data mining
emerged to develop methods for exploring the unique types of data that come from …

[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 …

[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' …

A review of applications of data mining techniques for prediction of students' performance in higher education

I Shingari, D Kumar, M Khetan - Journal of Statistics and …, 2017 - Taylor & Francis
This paper brings in an insight of the number of ways the students' performance can be
predicted. The performance of a student plays a vital role in any institution. It is the measure …

[PDF][PDF] Modeling and predicting students' academic performance using data mining techniques

A Mueen, B Zafar, U Manzoor - International Journal of Modern …, 2016 - academia.edu
The main objective of this study is to apply data mining techniques to predict and analyze
students' academic performance based on their academic record and forum participation …

Data mining: A prediction for performance improvement of engineering students using classification

SK Yadav, S Pal - arXiv preprint arXiv:1203.3832, 2012 - arxiv.org
Now-a-days the amount of data stored in educational database increasing rapidly. These
databases contain hidden information for improvement of students' performance …

[PDF][PDF] A Comparative study of predicting student's performance by use of data mining techniques

A Ashraf, S Anwer, MG Khan - American Scientific Research …, 2018 - researchgate.net
Educational systems need innovative ways to improve quality of education to achieve the
best results and decrease the failure rate. Educational Data Mining (EDM) has boomed in …

[PDF][PDF] Supervised data mining approach for predicting student performance

WFW Yaacob, SAM Nasir, WFW Yaacob… - Indones. J. Electr. Eng …, 2019 - researchgate.net
Data mining approach has been successfully implemented in higher education and emerge
as an interesting area in educational data mining research. The approach is intended for …

[引用][C] Predicting the Performance of Students in Higher Education Using Data Mining Classification Algorithms-A Case Study

J Ruby, K David - IJRASET International Journal for Research in Applied …, 2014

[引用][C] Data Mining: A Prediction for Academic Performance Improvement of Science Students using Classification

IA Ganiyu - … Journal of Information and Communication Technelogy …, 2016