Prediction for student academic performance using SMNaive Bayes model

B Jia, K Niu, X Hou, N Li, X Peng, P Gu… - Advanced Data Mining and …, 2019 - Springer
Predicting students academic performance is very important for students future
development. There are a large number of students who can not graduate from colleges on …

Performance Prediction of Students Using Machine Learning Algorithms

SS Gadde, D Anand, N Sasidhar Babu… - … in Manufacturing and …, 2022 - Springer
To predict the accurate future performance of the students, we consider the data like
student's past and present academic records. It is very important to complete student's …

A hybrid model for predicting academic performance of engineering undergraduates

K Niu, BT Jia, YH Zhou, GQ Lu - International Journal of Modeling …, 2023 - World Scientific
Predicting engineering students' academic performance is crucial for teachers to implement
teaching interventions. How to use students' behavior records to predict grades during …

The Research of Predicting Student's Academic Performance Based on Educational Data

Y Zhang, Y Liu - Proceedings of the 2021 5th International Conference …, 2021 - dl.acm.org
In recent years, with the continuous improvement of teaching informatization, online
teaching or online and offline hybrid teaching has become the new normal of teaching in …

Students' success prediction based on Bayes algorithms

A Hamoud, A Humadi, WA Awadh… - International Journal of …, 2017 - papers.ssrn.com
Prediction in data mining is a sophisticated task that is conducted in various disciplines.
Given that the overall success of educational institutions can be measured by their students' …

Student Performance Prediction Approach Based on Educational Data Mining

Z Chen, G Cen, Y Wei, Z Li - IEEE Access, 2023 - ieeexplore.ieee.org
Predicting student performance is crucial for improving students' future academic
achievements. Within student groups, common characteristics can reveal trends in overall …

[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 …

Naive Bayes classification model for the student performance prediction

A Tripathi, S Yadav, R Rajan - 2019 2nd International …, 2019 - ieeexplore.ieee.org
The prediction analysis is the approach which predicts future possibilities from the previous
data. The student performance prediction technique has the three phases which are pre …

Research on Prediction of College Students' Performance Based on Support Vector Machine

P Wang, Y Jia - 2020 International Conference on Advanced …, 2020 - atlantis-press.com
Using college entrance examination results to make accurate predictions of university
course results can help students determine their efforts and help colleges and universities …

Forward selection technique to choose the best features in prediction of student academic performance based on Naïve Bayes

A Saifudin, T Desyani - journal of physics: Conference series, 2020 - iopscience.iop.org
Supervision of academic performance is very important to ensure that students can complete
their education on time. There have been many proposed applications of machine learning …