Mueller, Shane T.

Metrics for explainable AI: challenges and prospects

Hoffman, R. R., Mueller, S. T., Klein, G., & Litman, J. (2018) · arXiv

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 518

Measures for explainable AI: Explanation goodness, user satisfaction, mental models, curiosity, trust, and human-AI performance

Hoffman, R. R., Mueller, S. T., Klein, G., & Litman, J. (2023) · Frontiers in Computer Science

Explainable Artificial Intelligence (XAI)Human-Automation Interaction and Safety

Cited by 272

Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI

Mueller, S. T., Hoffman, R. R., Clancey, W., Emrey, A., & Klein, G. (2019) · arXiv

Explainable Artificial Intelligence (XAI)Intelligent Tutoring Systems and Adaptive Learning

Cited by 215

The Role of Instructional Guidance in Generative AI-Assisted Learning: Empirical Evidence from Construction Engineering Education

Hou, X., Xiao, B., Liu, H., & Mueller, S. (2026) · arXiv

Artificial Intelligence in EducationIntelligent Tutoring Systems and Adaptive Learning

Cited by 0