Juho Leinonen
2 indexed papers
Recent (6 mo)
2With code
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226
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Society×1Software Eng.×1HCI×1AI×1
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2026
Exploring the Value of Diverse LLM Explanations in Introductory Programming
This paper explores the effectiveness of diverse LLM-generated explanations versus generic explanations in computer science education, finding that diverse explanations led to higher open-ended response accuracy with no difference in perceived cognitive load.
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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Papers
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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cs.HCcs.AIEmpirical