research
∙
07/01/2023
The future of human-centric eXplainable Artificial Intelligence (XAI) is not post-hoc explanations
Explainable Artificial Intelligence (XAI) plays a crucial role in enabli...
share
research
∙
12/17/2022
Trusting the Explainers: Teacher Validation of Explainable Artificial Intelligence for Course Design
Deep learning models for learning analytics have become increasingly pop...
research
∙
12/02/2022
Ripple: Concept-Based Interpretation for Raw Time Series Models in Education
Time series is the most prevalent form of input data for educational pre...
research
∙
09/21/2022
Bias at a Second Glance: A Deep Dive into Bias for German Educational Peer-Review Data Modeling
Natural Language Processing (NLP) has become increasingly utilized to pr...
research
∙
07/01/2022
Evaluating the Explainers: Black-Box Explainable Machine Learning for Student Success Prediction in MOOCs
Neural networks are ubiquitous in applied machine learning for education...
research
∙
04/25/2022
Meta Transfer Learning for Early Success Prediction in MOOCs
Despite the increasing popularity of massive open online courses (MOOCs)...
research
∙
11/16/2021