Explainable AI in Learning Analytics: Improving Predictive Models and Advancing Transparency Trust
Author:
Affiliation:
1. Centre for the Science of Learning & Technology (SLATE), University of Bergen,Bergen,Norway
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10578342/10578320/10578733.pdf?arnumber=10578733
Reference30 articles.
1. Explainable AI Methods - A Brief Overview;Holzinger;xxAI - Beyond Explainable AI,2022
2. From local counterfactuals to global feature importance: efficient, robust, and model-agnostic explanations for brain connectivity networks;Alfeo;Computer Methods and Programs in Biomedicine,2023
3. Learning analytics: challenges and limitations;Wilson;Teaching in Higher Education,2017
4. Mining Educational Data to Analyze Students Performance
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