Application of machine learning on student data for the appraisal of academic performance

M Alloghani, D Al-Jumeily, A Hussain… - … on developments in …, 2018 - ieeexplore.ieee.org
Education With the inclusion and integration of internet and digital learning Education 2. 0
brought tools in the different context of education. The use of social networking concepts …

Efficient hyperparameter tuning for predicting student performance with Bayesian optimization

S Albahli - Multimedia Tools and Applications, 2024 - Springer
Higher education is crucial as it introduces students to various fields and then guides them
to the next steps. Student's academic performance is critical and could lead to failure if it is …

Student's Academic Performance Prediction Using Ensemble Methods Through Educational Data Mining

S Vaheed, R Pratap Singh, P Nayak… - … Applications, Volume 1 …, 2022 - Springer
Student academic performance (SAP) is one of the most important factors that influence the
attainment of an educational institution. Educational data mining (EDM) follows the principle …

Predicting Student Achievement before Final Exam: A Regression-Based Approach

MA Ma'sum - 2022 2nd International Conference on …, 2022 - ieeexplore.ieee.org
An early prediction of student achievement on a course is an important instrument to forecast
student accomplishment in the learning process. Besides, it is also functioned to help the …

A comparative study on student performance prediction using machine learning

Y Chen, L Zhai - Education and Information Technologies, 2023 - Springer
Accompanied with the development of storage and processing capacity of modern
technology, educational data increases sharply. It is difficult for educational researchers to …

[PDF][PDF] Applying Naïve Bayesian classifier for predicting performance of a student using WEKA

AP Tribhuvan, PP Tribhuvan… - Advances in Computational …, 2015 - researchgate.net
The advances in computing and information storage have provided vast amounts of data.
The challenge has been to extract knowledge from this raw data that has guide to new …

Machine learning based student academic performance prediction

MS Ram, V Srija, V Bhargav… - … Inventive Research in …, 2021 - ieeexplore.ieee.org
Every educational system organizational goal is to provide a good and fruitful knowledge to
the students. Now a days most of the educational institutions are spending most of their time …

ProbSAP: A comprehensive and high-performance system for student academic performance prediction

X Wang, Y Zhao, C Li, P Ren - Pattern Recognition, 2023 - Elsevier
The student academic performance prediction is becoming an indispensable service in the
computer supported intelligent education system. But conventional machine learning-based …

Research on Application of Online Teaching Performance Prediction Based on Data Mining Algorithm

D Chi, Y Huang - 2021 IEEE International Conference on …, 2021 - ieeexplore.ieee.org
The application of data mining in teaching has entered the stage of development. During the
epidemic, colleges and universities have accumulated a large amount of online teaching …

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 …