Bita Akram
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126
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2026
Analyzing the Difficulty of Programming Assignments with Interpretable Knowledge Component Metrics
This paper explores using Knowledge Components (KCs) as interpretable signals to understand assignment difficulty and student struggle in intro programming courses.
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cs.CYcs.SEEmpiricalRecentJul 3, 2026
Analyzing the Difficulty of Programming Assignments with Interpretable Knowledge Component Metrics
Tsvetomila Mihaylova, Jing Fan, Bita Akram, Narges Norouzi +3 more
This paper explores using Knowledge Components (KCs) as interpretable signals to understand assignment difficulty and student struggle in intro programming courses.
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