Improving User Engagement and Learning Outcomes in LLM-Based Python Tutor: A Study of PACE

This publication has 30 references indexed in Scilit:

• The Rise of Small Language Models
  IEEE Intelligent Systems, 2025
• Enhancing python learning with PyTutor: Efficacy of a ChatGPT-Based intelligent tutoring system in programming education
  Computers and Education: Artificial Intelligence, 2024
• Tutorial on Large Language Models for Recommendation
  2023
• Intelligent tutoring systems: a systematic review of characteristics, applications, and evaluation methods
  Interactive Learning Environments, 2018
• The System Usability Scale: Past, Present, and Future
  International Journal of Human–Computer Interaction, 2018
• IMI Python: Upgraded CS Circles web‐based Python course
  Computer Applications in Engineering Education, 2016
• Intelligent tutoring interface for technology enhanced learning in a course of computer network design
  2014
• Dynamic testing.
  Psychological Bulletin, 1998
• Structure-mapping: A theoretical framework for analogy
  Cognitive Science, 1983
• THE ROLE OF TUTORING IN PROBLEM SOLVING ^*
  Journal of Child Psychology and Psychiatry, 1976