Cao, Wenyang, Nhu Tam Mai, and Wuyuan Guo. “Personalized Learning and Adaptive Systems: AI-Driven Educational Innovation and Student Outcome Enhancement”. International Journal of Education and Humanities 20, no. 2 (August 13, 2025): 173–182. Accessed April 21, 2026. https://drpress.org/ojs/index.php/ijeh/article/view/31572.