Hu, Sumei. “The Effect of Artificial Intelligence-Assisted Personalized Learning on Student Learning Outcomes: A Meta-Analysis Based on 31 Empirical Research Papers”. Science Insights Education Frontiers 24, no. 1 (September 30, 2024): 3873–3894. Accessed April 17, 2026. https://bonoi.org/index.php/sief/article/view/1425.