Alka Patel and Rajesh Patel 2026. Machine Learning and Deep Learning Approaches for Cognitive Reasoning Assessment in Personalized Education: A Systematic Literature Review. International Journal of Computer Information Systems and Industrial Management Applications. 18, 12s (Jul. 2026), 1242–1252. DOI:https://doi.org/10.70917/ijcisim-2026-4027.