#programming-education News & Analysis

3 articles tagged with #programming-education. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AIBearisharXiv – CS AI · May 17/10

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Unpacking Vibe Coding: Help-Seeking Processes in Student-AI Interactions While Programming

A study of 19,418 AI-student interactions reveals that top-performing programmers use generative AI as a tutor through exploratory questioning, while low performers delegate tasks passively. The research demonstrates that current AI systems passively mirror student intent rather than actively promoting learning, highlighting a critical gap in pedagogical design for educational AI tools.

AINeutralarXiv – CS AI · May 46/10

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Pedagogical Promise and Peril of AI: A Text Mining Analysis of ChatGPT Research Discussions in Programming Education

A text mining analysis of academic literature reveals that ChatGPT research in programming education emphasizes pedagogical implementation and student engagement while underexploring assessment design and institutional governance. The literature positions ChatGPT ambivalently—as both a valuable learning aid and a source of academic integrity risks—signaling the need for stronger frameworks around responsible AI integration in education.

🧠 ChatGPT

AIBullisharXiv – CS AI · Mar 276/10

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Evaluating adaptive and generative AI-based feedback and recommendations in a knowledge-graph-integrated programming learning system

Researchers developed a framework integrating large language models with knowledge graphs to provide programming feedback and exercise recommendations. The hybrid GenAI-adaptive approach outperformed traditional adaptive learning and GenAI-only modes, producing more correct code submissions and fewer incomplete attempts across 4,956 code submissions.