Review
Open access
Aug 2026
Human-in-the-Loop LLM Assessment for Programming Education: Design and Empirical Validation
The system attained a System Usability Scale (SUS) score of 88.5 and cut grading time by 87.5 percent, facilitating focused instructor review in LLM-supported programming assessments, facilitating focused instructor review in LLM-supported programming assessments.
A. Ibrahim, Runal Rezkiawan
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