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StableTechnologyReported 2026-10-02 12:00

Educator-Guided LLM for Scaffolded Feedback in Database Design

A new system uses LLMs to provide scaffolded feedback in conceptual database design, integrating with an ERD editor and using educator-authored rubrics.

01

Who it touches

  1. 1Educator-Guided LLM pedagogical agent
  2. uses →Fact
    2educator-authored rubricsStandard
  3. part of →Fact
    3entity-relationship diagram (ERD) editorTechnology
  4. uses →Fact
    4instructional resourcesMaterial
02

Evidence

  • AarXiv cs.AIPrimary source2026-10-02 12:00
    grounds feedback in the student artifact, assignment requirements, educator-authored rubrics, and instructional resources
    View source
  • AarXiv cs.AIPrimary source2026-10-02 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.
    View source