Fig. 6
From: Difficulty aware programming knowledge tracing via large language models

After practicing a series of programming problems with varying levels of difficulty, the radar chart of changes in students’ knowledge state.
From: Difficulty aware programming knowledge tracing via large language models

After practicing a series of programming problems with varying levels of difficulty, the radar chart of changes in students’ knowledge state.