Publications

Featured Publications

When Thinking Pays Off: Incentive Alignment for Human-AI Collaboration

Published in FAccT 2026, 2026

Balancing the Unknown: Exploring Human Reliance on AI Advice under Aleatoric and Epistemic Uncertainty

Published in ACM Transactions on Computer-Human Interaction, 2025

Development of Mental Models in Human-AI Collaboration: A Conceptual Framework

Published in International Conference on Information Systems (ICIS), 2025

Other Publications

Data Understanding for Data-Centric AI – Framework Development and Review of Current Methods

Holstein, J.; Spitzer, P.; Gensch, S.; Hoell, M.; Vössing, M.; Kühl, N. (2026)
Published in Business & Information Systems Engineering. doi:10.1007/s12599-026-00987-1, 2026

A Multi-Actor Benefit Classification for Inter-Organizational Data Sharing in Ecosystems

Fassnacht, M., Müller, J., Benz, C., Holstein, J., Satzger, G. (2025)
Published in International Conference on Information Systems (ICIS), 2025

Data Quality Challenges in Retrieval-Augmented Generation

Müller, L., Holstein, J., Bause, S., Satzger, G., Kühl, N. (2025)
Published in International Conference on Information Systems (ICIS), 2025

Don't be fooled: The misinformation effect of explanations in human–AI collaboration

Spitzer, P., Holstein, J., Morrison, K., Holstein, K., Satzger, G., Kühl, N. (2025)
Published in International Journal of Human–Computer Interaction, 2025

Designing AI Assistants for Novices: Bridging Knowledge Gaps in Onboarding

Holstein, J., Müller, P., Vössing, M., Fromm, H. (2025)
Published in Hawaii International Conference on System Sciences (HICSS), 2025

Hybrid Automation Experiences – Communication, Coordination, and Collaboration within Human-AI Teams

Spitzer, P.; Baldauf, M.; Palanque, P.; Roto, V.; Morrison, K.; Zipperling, D.; Holstein, J. (2025)
Published in CHI EA ’25: Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2025

From Consumption to Collaboration: Measuring Interaction Patterns to Augment Human Cognition in Open-Ended Tasks

Holstein, J.; Diener, M.; Spitzer, P. (2025)
Published in CHI 2025 Workshop: Tools for Thought: Research and Design for Understanding, 2025

Don't be fooled: The misinformation effect of explanations in human–AI collaboration

Spitzer, P.; Holstein, J.; Morrison, K.; Holstein, K.; Satzger, G.; Kühl, N. (2025)
Published in International Journal of Human–Computer Interaction, 2025

A Multi-Actor Benefit Classification for Inter- Organizational Data Sharing in Ecosystems

Fassnacht, M.; Müller, J.; Benz, C.; Holstein, J.; Satzger, G. (2025)
Published in 46th International Conference on Information Systems (ICIS 2025), 2025

Understanding Data Understanding: A Framework to Navigate the Intricacies of Data Analytics

Holstein, J., Spitzer, P., Hoell, M., Vössing, M., Kühl, N. (2024)
Published in European Conference on Information Systems (ECIS), 2024

Human Delegation Behavior in Human-AI Collaboration: The Effect of Contextual Information

Spitzer, P., Holstein, J., Hemmer, P., Vössing, M., Kühl, N., Martin, D., Satzger, G. (2024)
Published in Proceedings of the ACM on Human-Computer Interaction, 2024

Bridging Domain Expertise and AI through Data Understanding

Holstein, J. (2024)
Published in Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

Sanitizing data for analysis: Designing systems for data understanding

Holstein, J., Schemmer, M., Jakubik, J. et al. (2023)
Published in Electronic Markets, 2023

On the Perception of Difficulty: Differences between Humans and AI

Spitzer, P., Holstein, J., Vössing, M., Kühl, N. (2023).
Published in AutomationXP23: Intervening, Teaming, Delegating - Creating Engaging Automation Experiences, CHI ’23, 2023

Towards Meaningful Anomaly Detection: The Effect of Counterfactual Explanations on the Investigation of Anomalies in Multivariate Time Series

Schemmer, M., Holstein, J., Bauer, N., Vössing, M., Kühl, N., Satzger, G. (2023)
Published in Arxiv, 2023