Context-Aware Analysis of Group Submissions for Group Anomaly Detection and Performance Prediction
AAAI 2023Amir Mazaheri, Mubarak Shah
Context-Aware Group Anomaly Detection in Education
2022 – 2023
A deep learning framework that monitors student performance and detects anomalies in large-scale active learning courses.
anomaly-detectioneducation-AIcontext-awaredeep-learning
Integrates student-generated materials and applies a context-aware deep learning framework to monitor students’ performance in active learning exercises in large-scale courses. The system detects group anomalies and predicts performance outcomes to enable early intervention.