[PDF][PDF] Prediction of students performance in semester exams using a naïve bayes classifier

H Shaziya, R Zaheer, G Kavitha - International Journal of …, 2015 - researchgate.net
Educational data mining is an emerging trend, concerned with developing techniques for
exploring, and analyzing the huge data that come from the educational context. EDM is …

Naive Bayes using to predict students' academic performance at faculty of literature

U Pujianto, EN Azizah… - 2017 5th International …, 2017 - ieeexplore.ieee.org
In Indonesia, in order to maximize its academic potential, high school students need to be
grouped in classes based on their interests and talents. Three commonly made groups are …

[引用][C] Predicting the graduation thesis grade using SVM

W Zhang, S Zhang, S Zhang - International …, 2015 - Advanced Institutes of Convergence …

A novel student achievement prediction model based on bagging‐CART machine learning algorithm

H Zhang - Concurrency and Computation: Practice and … - Wiley Online Library
The learning effect of students is crucial for assessing teaching quality, thus playing a
significant role in teaching management. Predicting student achievement is a major …

University Students' behavior characteristics analysis and prediction method based on combined data mining model

Y Li, D Li - Proceedings of the 2020 the 3rd International …, 2020 - dl.acm.org
How to effectively mine students' behavior data is an important part of improving the level of
university student information management. Aiming at the problems of imperfect student …

[PDF][PDF] Predicting students final GPA using 15 classification algorithms

N Alangari, R Alturki - Romanian Journal of Information Science and …, 2020 - romjist.ro
Predicting students' performance is one of the important tasks in Educational Data Mining
(EDM). Early prediction can help the university to take actions that help students to graduate …

[PDF][PDF] Machine learning algorithms and ensemble technique to improve prediction of students performance

R Singh, S Pal - International Journal of Advanced Trends in …, 2020 - academia.edu
Measuring Student's performance is necessary for the mordent society. Applications of
Machine learning algorithms increased the growth in various fields like disease prediction …

Predictive student performance analysis using machine learning and student assistance system

N Sai Charan, M Ali Hussain, P Vineela… - … 2021: Proceedings of …, 2022 - Springer
In this, we mainly focus on the analysis of the student's performance in academics based not
only on external exams, but also taking into consideration the internal marks of each and …

Envisioning Educational Success Through Advanced Analytics and Intelligent Performance Prediction

T Sureshkumar, J Charanya… - 2024 10th …, 2024 - ieeexplore.ieee.org
The accurate prediction of students academic success holds significance in enhancing
educational outcomes. The study focuses on overcoming the challenge of assessing …

Machine Learning Based Predicting Student's Grade

SK Singh, S Goswami, S Nagar, M Kaur… - … on Fourth Industrial …, 2022 - ieeexplore.ieee.org
Many scholars have looked into student academic performance in monitoring and non-
supervision supervised learning, and they have used a variety of data mining techniques. To …