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 …

[PDF][PDF] Research on Student Performance Prediction Based on Stacking Fusion Model. Electronics 2022, 11, 3166

F Yu, X Liu - 2022 - academia.edu
Online learning is gradually becoming popular with the continuous development of Internet
technology and the rapid development of educational informatization. It plays a key role in …

[HTML][HTML] Research on student performance prediction based on stacking fusion model

F Yu, X Liu - Electronics, 2022 - mdpi.com
Online learning is gradually becoming popular with the continuous development of Internet
technology and the rapid development of educational informatization. It plays a key role in …

[HTML][HTML] Study on Score Prediction Model with High Efficiency Based on Deep Learning

L Yang, Z Bai - Electronics, 2022 - mdpi.com
In the problem of unified classroom performance prediction, there is a certain lag in the
prediction, and there are also problems such as the data sparsity and single feature in the …

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 …

Multi-model stacking ensemble learning for student achievement prediction

T Fang, S Huang, Y Zhou… - 2021 12th International …, 2021 - ieeexplore.ieee.org
Educational data mining has always been a direction of big data applications, among which
the student achievement prediction is one of the research focuses. The research has two …

Student Course Score Prediction Based on Large-scale Multi-Source Data

M Chen, W Xu, H Xinghao, Z Tu… - TENCON 2022-2022 …, 2022 - ieeexplore.ieee.org
With the rapid development of education informatization, many scholars researched in the
field of education data mining (EDM), among which the most popular research is student …

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 …

Factors for Academic Performance Prediction

L Zhang, KF Li - Web, Artificial Intelligence and Network Applications …, 2020 - Springer
Education is an important part of everyone's life all over the world. Many institutions have
started to use scientific methods to make policies and decisions, giving rise to the research …

Predicting and Analyzing College Students' Performance Based on Multifaceted Data Using Machine Learning

Y Sun, Z Tan, Z Li, S Long - 2022 4th International Conference …, 2022 - ieeexplore.ieee.org
During the teaching process of college courses, prediction of students' final performance at
early stages can help teachers intervene students and improve the teaching effects. In …