AINeutralarXiv – CS AI · 6h ago5/10
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Measuring Curriculum Alignment across Topical Coverage, Competency, and Cognitive Depth: A Longitudinal Framework Applied to CS2013 and CS2023
Researchers developed a human-in-the-loop pipeline to measure how well computer science undergraduate programs align with international curricular guidelines, applying it longitudinally to CS2013 and CS2023 standards. The analysis reveals persistent structural gaps in parallel computing, programming languages, and systems fundamentals across both decades, while showing program coverage remained near-constant at ~50% despite guideline restructuring.