教育者引导的LLM用于数据库设计中的分阶段反馈
一个新的系统利用LLMs提供概念数据库设计的支架式反馈，集成了一个ERD编辑器，并使用教育者编写的评分标准。
01
影响到谁
- 1Educator-Guided LLM pedagogical agent
- 使用 →事实
- 属于 →事实
- 使用 →事实
02
证据
- AarXiv cs.AI一手来源2026-10-02 12:00
grounds feedback in the student artifact, assignment requirements, educator-authored rubrics, and instructional resources
- AarXiv cs.AI一手来源2026-10-02 12:00
Abstract: We present an educator-guided LLM pedagogical agent for scaffolded feedback in conceptual database design. Integrated into an entity--relationship diagram (ERD) editor, the system grounds feedback in the student artifact, assignment requirements, educator-authored rubrics, and instructional resources.