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Yang ACM, Lin JY, Lin CY, and Ogata H (2024) Enhancing python learning with PyTutor: Efficacy of a ChatGPT-Based intelligent tutoring system in programming education. Comput. Educ.: Artif. Intell. 100309
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The PyTutor approach uses a ChatGPT-based intelligent tutoring system that provides continuous guidance, problem-solving hints, and detailed code explanations for beginner Python programmers through a structured multi-level hint system progressing from pseudocode to cloze code to basic and advanced solutions, dynamically adapting to each student's level.
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AI as personalized learning tool - Approach to use AI in education as a personalized learning tool.