Predicting academic performance with applying data mining techniques (generalizing the results of two different case studies)

RJ Oskouei, M Askari - Computer Engineering and …, 2014 - comengapp.unsri.ac.id
Several research works are attempted to predict students academic performance andÂ
assess  the  evaluating students knowledge  or  detecting  students’  weakness …

[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 …

[PDF][PDF] Systematic review of predicting student's performance in academics

M Kumar, YK Salal - Int. J. of Engineering and Advanced Technology, 2019 - academia.edu
Data mining (DM) gaining popularity due to its advantages in the educational environment.
Most of the educational institution, now a day applied these techniques to make …

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] Educational data mining & students' performance prediction

AA Saa - … Journal of Advanced Computer Science and …, 2016 - pdfs.semanticscholar.org
It is important to study and analyse educational data especially students' performance.
Educational Data Mining (EDM) is the field of study concerned with mining educational data …

[PDF][PDF] Survey on data mining approach for analysis and prediction of student performance

C Simon, Y Bugusa - International Journal of Engineering & …, 2018 - academia.edu
The quality of education is measured by the academic performance of students and the
results they produce. Since the student academic performance is the made up of the …

Prediction of student exam performance using data mining classification algorithms

D Khairy, N Alharbi, MA Amasha, MF Areed… - Education and …, 2024 - Springer
Student outcomes are of great importance in higher education institutions. Accreditation
bodies focus on them as an indicator to measure the performance and effectiveness of the …

[PDF][PDF] Data mining methods for detecting the most significant factors affecting students' performance

MA Al-Hagery, MA Alzaid, TS Alharbi… - International Journal of …, 2020 - researchgate.net
The field of using Data Mining (DM) techniques in educational environments is typically
identified as Educational Data Mining (EDM). EDM is rapidly becoming an important field of …

Developing classifier for the prediction of students' performance using data mining classification techniques

A AUWAL, AA IBRAHİM, O Bayat - 2020 - dergipark.org.tr
Data mining is used in academic institutions to predict the performance of students using
classification techniques. These techniques are applied on students' features in order to find …

[引用][C] Use of data mining techniques for the evaluation of student performance: a case study

ER Chuchra - International Journal of Computer Science and …, 2012