Generative AI and Its Impact on Personalized Intelligent Tutoring Systems

Relevance: 6/10 40 cited 2024 paper

This paper reviews how generative AI (particularly large language models like GPT-4) can enhance Intelligent Tutoring Systems through automated question generation, personalized feedback mechanisms, and adaptive dialogue systems. It discusses applications, challenges (pedagogical accuracy, bias, engagement), and future directions for AI-driven personalized education.

Generative Artificial Intelligence (AI) is revolutionizing educational technology by enabling highly personalized and adaptive learning environments within Intelligent Tutoring Systems (ITS). This report delves into the integration of Generative AI, particularly large language models (LLMs) like GPT-4, into ITS to enhance personalized education through dynamic content generation, real-time feedback, and adaptive learning pathways. We explore key applications such as automated question generation

Tool Types

AI Tutors 1-to-1 conversational tutoring systems.
Personalised Adaptive Learning Systems that adapt content and difficulty to individual learners.

Tags

automated feedback educationcomputer-science