“A Proposed Conceptual Framework for an AI-Based Educational System to Develop Teacher Preparation Programs in Colleges of Education”, cjhes, vol. 1, no. 2, pp. 842–851, Dec. 2025, doi: 10.65420/cjhes.v1i2.98.