Joshua Holstein

Karlsruhe Institute of Technology — Germany

Social Sciences · Social Sciences

4h-index32citations19works0.92yr avg
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Research Topics

Ethics and Social Impacts of AI(8), Big Data and Business Intelligence(7), Human-Automation Interaction and Safety(4), Data Quality and Management(4), Explainable Artificial Intelligence (XAI)(4)

Publications19 total

Data Understanding for Data-Centric AI
Business & Information Systems Engineering·2026Open Access
Data Understanding for Data-Centric AI – Framework Development and Review of Current Methods
Repository KITopen (Karlsruhe Institute of Technology)·2026Open Access
A Multi-Actor Benefit Classification for Inter-Organizational Data Sharing in Ecosystems
Journal of the Association for Information Systems·2025
Don’t Be Fooled: The Misinformation Effect of Explanations in Human–AI Collaboration
International Journal of Human-Computer Interaction·2025· 4 cited
When Thinking Pays Off: Incentive Alignment for Human-AI Collaboration
arXiv (Cornell University)·2025Open Access
Development of Mental Models in Human-AI Collaboration: A Conceptual Framework
arXiv (Cornell University)·2025Open Access
Balancing the Unknown: Exploring Human Reliance on AI Advice under Aleatoric and Epistemic Uncertainty
ACM Transactions on Computer-Human Interaction·2025Open Access
Human Delegation Behavior in Human-AI Collaboration: The Effect of Contextual Information
Proceedings of the ACM on Human-Computer Interaction·2025· 5 cited
Hybrid Automation Experiences – Communication, Coordination, and Collaboration within Human-AI Teams
2025
From Consumption to Collaboration: Measuring Interaction Patterns to Augment Human Cognition in Open-Ended Tasks
arXiv (Cornell University)·2025Open Access
Designing AI Assistants for Novices: Bridging Knowledge Gaps in Onboarding
Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences·2025Open Access
Balancing the Unknown: Exploring Human Reliance on AI Advice Under Aleatoric and Epistemic Uncertainty
Repository KITopen (Karlsruhe Institute of Technology)·2025Open Access
Don't be Fooled: The Misinformation Effect of Explanations in Human-AI Collaboration
arXiv (Cornell University)·2024· 1 citedOpen Access
Understanding Data Understanding: A Framework to Navigate the Intricacies of Data Analytics
arXiv (Cornell University)·2024· 1 citedOpen Access
Bridging Domain Expertise and AI through Data Understanding
2024· 4 citedOpen Access
Human Delegation Behavior in Human-AI Collaboration: The Effect of Contextual Information
arXiv (Cornell University)·2024Open Access
Sanitizing data for analysis: Designing systems for data understanding
Electronic Markets·2023· 8 citedOpen Access
On the Perception of Difficulty: Differences between Humans and AI
arXiv (Cornell University)·2023· 2 citedOpen Access
Towards Meaningful Anomaly Detection: The Effect of Counterfactual Explanations on the Investigation of Anomalies in Multivariate Time Series
arXiv (Cornell University)·2023· 7 citedOpen Access

Frequent Co-authors

Michael Vössing(10), Gerhard Satzger(9), Niklas Kühl(8), Philipp Spitzer(6), Philipp Spitzer(4), Patrick Hemmer(3), Katelyn Morrison(3), Marieke Hoell(3), Niklas Kühl(3), Dominik Martin(2), Kenneth Holstein(2), Samuel Gensch(2), Lars Böcking(2), Max Schemmer(1), Johannes Jakubik(1), Max Schemmer(1), Niklas Bauer(1), Matthias Baldauf(1), Philippe Palanque(1), Virpi Roto(1)