Practical early prediction of students’ performance using machine learning and eXplainable AI
Practical early prediction of students’ performance using machine learning and eXplainable AI
Y. Jang,Seongyune Choi,HeeSeok Jung,Hyeoncheol Kim
2022 · DOI: 10.1007/s10639-022-11120-6
Education and Information Technologies : Official Journal of the IFIP technical committee on Education · 85 Citations
TLDR
This work proposes a practical method to predict students’ performance in the educational environment using machine learning and explainable artificial intelligence (XAI) techniques and conducts qualitative research to ascertain the perspectives of educational stakeholders.