cs.AI updates on arXiv.org 07月24日 13:30
Students' Feedback Requests and Interactions with the SCRIPT Chatbot: Do They Get What They Ask For?
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本研究开发了一种名为SCRIPT的基于ChatGPT的聊天机器人,用于辅助编程教育。通过实验分析,发现其反馈请求遵循特定顺序,且反馈响应与请求类型匹配度高,为GenAI学习支持系统设计提供参考。

arXiv:2507.17258v1 Announce Type: new Abstract: Building on prior research on Generative AI (GenAI) and related tools for programming education, we developed SCRIPT, a chatbot based on ChatGPT-4o-mini, to support novice learners. SCRIPT allows for open-ended interactions and structured guidance through predefined prompts. We evaluated the tool via an experiment with 136 students from an introductory programming course at a large German university and analyzed how students interacted with SCRIPT while solving programming tasks with a focus on their feedback preferences. The results reveal that students' feedback requests seem to follow a specific sequence. Moreover, the chatbot responses aligned well with students' requested feedback types (in 75%), and it adhered to the system prompt constraints. These insights inform the design of GenAI-based learning support systems and highlight challenges in balancing guidance and flexibility in AI-assisted tools.

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ChatGPT 编程教育 聊天机器人 学习支持系统 反馈分析
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