Research
1h agoEduRiskX Combines Transformers With Symbolic Reasoning
The EduRiskX framework integrates a temporal Transformer with F-Logic symbolic reasoning to predict academic risk in online learners. It uses class-weighted loss and dynamic weekly truncation to identify struggling students earlier than standard models. This neuro-symbolic approach replaces black-box predictions with interpretable rules.
The Signal
Educators can now trace specific logic behind every risk alert.