Intelligent decision support system approach for predicting the performance of students based on three-level machine learning technique

S Latif, F XianWen, L Wang - Journal of Intelligent Systems, 2021 - degruyter.com
In this research work, a user-friendly decision support framework is developed to analyze
the behavior of Pakistani students in academics. The purpose of this article is to analyze the …

[PDF][PDF] Predicting students' performance of the private universities of Bangladesh using machine learning approaches

MS Zulfiker, N Kabir, AA Biswas… - International Journal of …, 2020 - academia.edu
Every year thousands of students get admitted into different universities in Bangladesh.
Among them, a large number of students complete their graduation with low scoring results …

[PDF][PDF] A multi-level classification model pertaining to the student's academic performance prediction

M Pandey, S Taruna - … Journal of Advances in Engineering & …, 2014 - researchgate.net
The students' performance monitoring and evaluation is an essential activity of an education
system to keep track of the success and failure records of the students. The objective of this …

[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 …

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 …

Predictive modeling of students performance through the enhanced decision tree

S Sivakumar, R Selvaraj - Advances in Electronics, Communication and …, 2018 - Springer
Prognostic of student performance is one of the major issues in many institutions. The
student's performance is based on many factors such as internal examinations, grade …

[PDF][PDF] Hybrid machine learning algorithms for predicting academic performance

P Sokkhey, T Okazaki - Int. J. Adv. Comput. Sci. Appl, 2020 - academia.edu
The large volume of data and its complexity in educational institutions require the sakes from
informative technologies. In order to facilitate this task, many researchers have focused on …

A hybrid classification model for prediction of academic performance of students: a big data application

DR Vora, K Rajamani - Evolutionary Intelligence, 2022 - Springer
Predicting the educational performance of students turns into more complex aspect due to
the vast data volume in the database. The conventional systems have failed to analyze and …

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] Predicting students' performance using machine learning techniques

H Altabrawee, OAJ Ali, SQ Ajmi - … OF UNIVERSITY OF BABYLON for pure …, 2019 - iasj.net
The ultimate goal of any educational institution is offering the best educational experience
and knowledge to the students. Identifying the students who need extra support and taking …