"Human vs Machine: Who Builds Better Predictors?"
Understanding AI Decisions in Educational Context
Exploring the intersection of AutoML, student trust, and learning processes
Research Question
forumng__change_quantiles__f_agg_"var"__isabs_False__qh_0.6__ql_0.2
🆚
Score_higher_than_mean
Would you give it a try to interpret the first one? 🔍
No? I probably wouldn't either...
Yes? then, do you trust the decision made by the machine that used those variables?
We want to see if students find these understandable/trustworthy in their learning process, ultimately promoting student success in ML-driven learning process.
Research Publications
IEEE SMC 2024
A comprehensive study on AutoML variable interpretation in educational contexts
Published and PresentedCSCW 2025
Student trust development in AI-driven learning environments
Under Review