Intelligent tutoring systems is a research field and academic concept concerned with the design, development, and evaluation of computational systems that provide personalized, adaptive instruction to individual learners. This approach investigates how to model student knowledge and cognitive states, represent domain expertise, and apply pedagogical strategies to dynamically tailor learning experiences, aiming to enhance learning efficacy and provide scalable educational support.