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Student performance prediction and analysis using machine learning.
- Source :
- AIP Conference Proceedings; 2024, Vol. 3075 Issue 1, p1-12, 12p
- Publication Year :
- 2024
-
Abstract
- Data mining is increasingly being incorporated into educational systems all around the world. This opens up opportunities to enhance teaching and learning processes because it has such high predictive power. In recent years, Educational Data mining has attracted a lot of attention. We have worked on a Learning analytics-based performance predictor that includes additional characteristics or aspects which we refer to as behavioral features. This study helps educational institutes identify how to enhance their current evaluation techniques for better evaluation and understanding of their students. [ABSTRACT FROM AUTHOR]
- Subjects :
- DATA mining
Subjects
Details
- Language :
- English
- ISSN :
- 0094243X
- Volume :
- 3075
- Issue :
- 1
- Database :
- Complementary Index
- Journal :
- AIP Conference Proceedings
- Publication Type :
- Conference
- Accession number :
- 178685883
- Full Text :
- https://doi.org/10.1063/5.0217361