Analysis of Types of Inquiries in Student-AI Interaction: A case study of two CS2 tasks

arXiv:2608.17919 · cs.HC, cs.AI · Submitted 2026-08-18 · Read on arXiv

cs.HC, cs.AI

Submitted: 2026-08-18

Updated: 2026-09-15

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Generative AI — 14× in this paper · explained in 2 episodes
• Verification — 13× in this paper · explained in 2 episodes
• Few-Shot Learning — 6× in this paper · explained in 4 episodes
• Causal Reasoning — 3× in this paper · explained in 2 episodes
• Benchmarking — 1× in this paper · explained in 3 episodes
• Scaffolding — 1× in this paper · explained in 3 episodes

Sources

• How Novice Programmers Use and Experience ChatGPT when Solving Programming Exercises in an Introductory Course
• The Effects of Generative AI on Computing Students' Help-Seeking Preferences
• Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

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