D, Dr. Mugilan, et al. “Exploring The Use of Explainable Ai (Xai) For Personalized Educational Feedback Systems”. International Journal of Artificial Intelligence and Machine Learning, vol. 6, no. 2s, May 2026, pp. 148-60, doi:10.51483/IJAIML.6.2s.2026.148-160.