Research
15d 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. This neuro-symbolic approach targets the "black-box" problem by adding interpretable rules to neural activity sequences. It uses class-weighted loss and dynamic truncation to improve early detection.
The Signal
Practitioners gain a more transparent tool for pedagogical interventions.