Research
5h agoEduRiskX Combines Transformers With F-Logic Reasoning
The EduRiskX framework integrates a temporal Transformer with F-Logic symbolic reasoning to predict student academic risk. This neuro-symbolic approach targets the "black-box" nature of current predictors by adding an interpretable rule base. It uses class-weighted loss and dynamic weekly truncation.
The Signal
Educators can now trace specific logic behind early risk alerts.