Automated Debugging for Beginner Programmers

Title: Automated Debugging for Beginner Programmers

Research Question: Can a knowledge-based automated debugger help beginner programmers debug their programs more effectively?

Methodology: The researchers developed Adil, an automated debugger designed specifically for beginner programmers. It uses a knowledge-based approach to recognize patterns in code and compare them to a library of common coding errors and patterns. This allows Adil to identify and explain logical errors in the code.

Results: The study found that Adil was successful in helping beginner programmers debug their programs. It could accurately identify and explain logical errors, and it also helped students understand their code better. The use of Adil reduced the need for instructor assistance, freeing up time for more advanced teaching.

Implications: The research suggests that automated debuggers like Adil can be a valuable tool in teaching programming to beginners. They can help students develop their debugging skills and understand their code better, while also reducing the workload for instructors. This could potentially improve the overall learning experience in programming courses.

Link to Article: https://arxiv.org/abs/0101008v1 Authors: arXiv ID: 0101008v1