FACTRIA-aware chatbot¶
Product or Programme · All products and programmes
Evidence · 2 claims (2 for) · 1 study (1 qualitative),q2· 1 of 1 report an effect size · 2 claims rest on one study
Description¶
A web-based chatbot developed by Marques et al. that uses retrieval-augmented, FACTRIA-bound prompting to guide higher-education stakeholders in responsibly interpreting institutional analytics visualizations.
Components¶
Claims¶
- A FACTRIA-aware chatbot increases the number of biasing sub-factors stakeholders consider when interpreting institutional analytics visualizations [+M]
- The FACTRIA-aware chatbot received good usability ratings (SUS 70.84) and high usefulness ratings from most of the 11 stakeholders [+M]
Related Products and Programmes¶
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Key Sources¶
- Marques, F., Ortiz-Beltrán, A., Amarasinghe, I., & Hernández-Leo, D. (2026). Responsible Institutional Analytics: Interpreting Bias with AI Support. Journal of Universal Computer Science, 33(6). https://arxiv.org/abs/2610.07205. doi:10.48550/arxiv.2610.07205
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
factria-aware-chatbot |
title |
FACTRIA-aware chatbot |
description |
A web-based chatbot developed by Marques et al. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
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