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Philipp Spitzer
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The impact of imperfect XAI on human-AI decision-making
K Morrison, P Spitzer, V Turri, M Feng, N Kühl, A Perer
Proceedings of the ACM on human-computer interaction 8 (CSCW1), 1-39, 2024
662024
Towards effective human-ai decision-making: The role of human learning in appropriate reliance on ai advice
M Schemmer, A Bartos, P Spitzer, P Hemmer, N Kühl, J Liebschner, ...
Proceedings of International Conference on Information Systems (ICIS), 2023
232023
A new metric for lumpy and intermittent demand forecasts: Stock-keeping-oriented prediction error costs
D Martin, P Spitzer, N Kühl
53rd Annual Hawaii International Conference on System Sciences (HICSS-53 …, 2020
232020
Human Delegation Behavior in Human-AI Collaboration: The Effect of Contextual Information
P Spitzer, J Holstein, P Hemmer, M Vössing, N Kühl, D Martin, G Satzger
arXiv preprint arXiv:2401.04729, 2024
20*2024
Don’t Be Fooled: The Misinformation Effect of Explanations in Human–AI Collaboration
P Spitzer, J Holstein, K Morrison, K Holstein, G Satzger, N Kühl
International Journal of Human–Computer Interaction, 1-29, 2025
132025
Training Novices: The Role of Human-AI Collaboration and Knowledge Transfer
P Spitzer, N Kühl, M Goutier
Workshop on Human-Machine Collaboration and Teaming (HM-CaT 2022), 23rd July …, 2022
112022
Transferring Domain Knowledge with (X) AI-Based Learning Systems
P Spitzer, N Kühl, M Goutier, M Kaschura, G Satzger
Proceedings of European Conference on Information Systems (ECIS), 2024
92024
ML-Based Teaching Systems: A Conceptual Framework
P Spitzer, N Kühl, D Heinz, G Satzger
Proceedings of the ACM on Human-Computer Interaction 7 (CSCW2), 1-25, 2023
82023
On the perception of difficulty: Differences between humans and ai
P Spitzer, J Holstein, M Vössing, N Kühl
CHI 2023 Workshop: AutomationXP23: Intervening, Teaming, Delegating Creating …, 2023
72023
Understanding Data Understanding: A Framework to Navigate the Intricacies of Data Analytics
J Holstein, P Spitzer, M Hoell, M Vössing, N Kühl
Proceedings of European Conference on Information Systems (ECIS), 2024
62024
Looking Through the Deep Glasses: How Large Language Models Enhance Explainability of Deep Learning Models
P Spitzer, S Celis, D Martin, N Kühl, G Satzger
Proceedings of Mensch und Computer 2024, 566-570, 2024
42024
(X) AI as a Teacher: Learning with Explainable Artificial Intelligence
P Spitzer, M Goutier, N Kühl, G Satzger
Proceedings of Mensch und Computer 2024, 571-576, 2024
32024
Honey, i shrunk the language model: Impact of knowledge distillation methods on performance and explainability
D Hendriks, P Spitzer, N Kühl, G Satzger
arXiv preprint arXiv:2504.16056, 2025
22025
Imperfections of XAI: Phenomena Influencing AI-Assisted Decision-Making
P Spitzer, K Morrison, V Turri, M Feng, A Perer, N Kühl
ACM Transactions on Interactive Intelligent Systems, 2025
22025
The effect of medical explanations from large language models on diagnostic decisions in radiology
P Spitzer, D Hendriks, J Rudolph, S Schlaeger, J Ricke, N Kühl, ...
medRxiv, 2025.03. 04.25323357, 2025
12025
Towards a Problem-Oriented Domain Adaptation Framework for Machine Learning
P Spitzer, D Martin, L Eichberger, N Kühl
arXiv preprint arXiv:2501.04528, 2025
12025
Towards Human-Understandable Multi-Dimensional Concept Discovery
A Grobrügge, N Kühl, G Satzger, P Spitzer
Proceedings of the Computer Vision and Pattern Recognition Conference, 20018 …, 2025
12025
Guess, Learn, Repeat: Intelligent Learning System with Synthetic and Counterfactual Training in a GeoGuessr-Inspired Classification Task
M Goutier, P Spitzer, D Zipperling
2026
Balancing the unknown: Exploring human reliance on AI advice under aleatoric and epistemic uncertainty
J Holstein, L Böcking, P Spitzer, N Kühl, M Vössing, G Satzger
ACM Transactions on Computer-Human Interaction 32 (6), 1-34, 2025
2025
Hybrid Automation Experiences–Communication, Coordination, and Collaboration within Human-AI Teams
P Spitzer, M Baldauf, P Palanque, V Roto, K Morrison, D Zipperling, ...
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors …, 2025
2025
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