Comparative study of supervised learning algorithms for student performance prediction

M Mohammadi, M Dawodi… - … in Information and …, 2019 - ieeexplore.ieee.org
With huge amount of data in diverse technological areas, and generating such kinds of data
rapidly, it needs for proper usage; therefore, Data Mining has emerged. Data Mining can …

Student academic performance prediction using educational data mining

DK Arun, V Namratha, BV Ramyashree… - 2021 International …, 2021 - ieeexplore.ieee.org
The field of Educational Data Mining concentrates on prediction more often as compared to
generating exact results for future purpose. In order to keep track of the changes occurring in …

Student performance prediction model based on supervised machine learning algorithms

AS Hashim, WA Awadh… - IOP conference series …, 2020 - iopscience.iop.org
Higher education institutions aim to forecast student success which is an important research
subject. Forecasting student success can enable teachers to prevent students from dropping …

Students performance prediction using data mining techniques

TR Kumar, T Vamsidhar, B Harika… - 2019 International …, 2019 - ieeexplore.ieee.org
Data Mining is a rising field utilized in educational purposes to enhance the insightful and
learning strategy for students. It centers around perceiving, extricating and calculating …

Advanced prediction of performance of a student in an university using machine learning techniques

VU Kumar, A Krishna… - … on electronics and …, 2020 - ieeexplore.ieee.org
Machine Learning is a field of computer science that makes the computer to learn itself
without any help of external programs. These machine learning techniques can be used to …

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] 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 algorithm for student's performance prediction

HMR Hasan, AKMSA Rabby, MT Islam… - 2019 10th …, 2019 - ieeexplore.ieee.org
Student performance prediction is very important to understand a student progress rate. It is
said thatPrevention is better than the cure'. In this Research, we are trying to find out …

A review on machine learning based student's academic performance prediction systems

R Katarya, J Gaba, A Garg… - … Conference on Artificial …, 2021 - ieeexplore.ieee.org
Prediction of academic performance of students beforehand provides scope to universities
to lower their dropout rate and help the students in improving their performance. In this field …

Predicting students' academic performance through supervised machine learning

ES Bhutto, IF Siddiqui, QA Arain… - … on Information Science …, 2020 - ieeexplore.ieee.org
There are many supervised and unsupervised types of machine learning approaches that
are used to extract hidden information and relationship between data, which will eventually …