Student performance prediction based on data mining classification techniques

YK Saheed, TO Oladele, AO Akanni… - Nigerian Journal of …, 2018 - ajol.info
The process of predicting student performance has become a crucial factor in academic
environment and plays significant role in producing quality graduates. Several statistical and …

Performance Analysis of Machine Learning Algorithms in Prediction of Student Academic Performance

MD Adane, JK Deku, EK Asare - Journal of Advances in …, 2023 - papers.ssrn.com
The advancement in technology has contributed largely to the application of data mining in
education in recent times. However, selecting appropriate algorithm (s) to “mine” knowledge …

[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 …

Modelling and predicting student's academic performance using classification data mining techniques

R Hasan, S Palaniappan, S Mahmood… - International …, 2020 - inderscienceonline.com
This study focuses on student success analysis and prediction modelling improving the
quality in terms of teaching, delivery and satisfaction. Data mining techniques are used to …

First semester computer science students' academic performances analysis by using data mining classification algorithms

AA Azwa, A Fadhilah - 2014 - eprints.unisza.edu.my
The research on educational field that involves Data Mining techniques is rapidly increasing.
Applying Data Mining techniques in an educational environment are known as Educational …

[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 …

[PDF][PDF] A comparative analysis on the evaluation of classification algorithms in the prediction of students performance

C Anuradha, T Velmurugan - Indian Journal of Science and …, 2015 - academia.edu
Objectives: Data mining techniques are implemented in many organizations as a standard
procedure for analyzing the large volume of available data, extracting useful information and …

[PDF][PDF] Predicting factors that affect students' academic performance by using data mining techniques

NS Shah - Pakistan business review, 2012 - pbr.iobm.edu.pk
The study attempts to investigate the influence of factors on students' academic performance
by comparing the accuracy of different classifiers. The result will be useful in identifying good …

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

A Auwal, AA Ibrahim, 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] A literature review from 2011 TO 2014 on student's academic performance prediction and analysis using decision tree algorithm

H Kaur - Journal of Global Research in Computer Science, 2018