Mining patterns in syntax trees to automate code reviews of student solutions for programming exercises

Charlotte Van Petegem, Kasper Demeyere, Rien Maertens +4

In programming education, providing manual feedback is essential but labour-intensive, posing challenges in consistency and timeliness. We introduce ECHO, a machine learning method…