Reference implementation of the classroom feedback mediation layer¶
Product or Programme · All products and programmes
Evidence · no claims cited
Description¶
A lightweight GitHub-hosted demonstration implementation by Junsoo Park et al. that accepts classroom-level observations and returns topic priorities, decision records, and recommendations.
Components¶
- Reference implementation of the classroom feedback mediation layer (GitHub repository): A lightweight reference implementation of the mediation layer released for replication and exploratory use, hosted at github.com/park-jsdev/classroom-feedback-mediator. The article states it "accepts classroom-level observations and returns topic priorities, decision records, and recommendations." The authors present it as a demonstration artifact accompanying the study, not as a validated production system. (Junsoo Park et al. (2026))
Claims¶
Related Products and Programmes¶
Key Sources¶
- Junsoo Park, Youssef Medhat, Htet Phyo Wai, Ploy Thajchayapong and Ashok K. Goel. (2026). Surfacing Isolated Learners with Outcome-Independent Mediation of Feedback between Teachers and Students Using AI. HAI-Agency Workshop, AIED 2026. https://github.com/park-jsdev/classroom-feedback-mediator
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
reference-implementation-of-the-classroom-feedback-mediation-layer |
title |
Reference implementation of the classroom feedback mediation layer |
description |
A lightweight GitHub-hosted demonstration implementation by Junsoo Park et al. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
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