Philipp Spitzer, M.Sc.

Philipp Spitzer, M.Sc.

  • Kaiserstraße 89
    76133 Karlsruhe

Activities

Philipp Spitzer graduated from Karlsruhe Institute of Technology (KIT) with a bachelor's and master's degree in Industrial Engineering and Management. As part of his master's degree he worked as a research assistant at the Energy Production and Innovation Center at University of North Carolina in Charlotte, USA. In 2019, Philipp started to work for Fujitsu as a Data Scientist, where he focused his work on applying his machine learning skills in real-world scenarios to optimize production sites. After almost two and a half years working for Fujitsu, Philipp returned to KIT joining the research group Digital Service Innovation (DSI). In DSI, he is striving within the Applied AI in Services team towards his PhD in cooperation with Trelleborg Sealing Solutions Germany GmbH.

Research Focus

  • Applied Machine Learning & Deep Learning
  • Human-Machine-Collaboration
  • Knowledge Retention

Projects

Teaching

  • Artificial Intelligence in Service Systems (WS 22/23)
  • Artificial Intelligence in Service Systems: Applications in Computer Vision (SS 22)
  • Seminar: Data Science for Industrial Applications (SS 22, SS 23)

Publications


2024
Journal Articles
The Impact of Imperfect XAI on Human-AI Decision-Making
Morrison, K.; Spitzer, P.; Turri, V.; Feng, M.; Kühl, N.; Perer, A.
2024. Proceedings of the ACM on human-computer interaction 
2023
Journal Articles
ML-Based Teaching Systems: A Conceptual Framework
Spitzer, P.; Kühl, N.; Heinz, D.; Satzger, G.
2023. Proceedings of the ACM on Human-Computer Interaction, 7 (CSCW2), Art.-Nr.: 348. doi:10.1145/3610197
Conference Papers
On the Perception of Difficulty: Differences between Humans and AI
Spitzer, P.; Holstein, J.; Vössing, M.; Kühl, N.
2023. AutomationXP23: Intervening, Teaming, Delegating Creating Engaging Automation Experiences, CEUR-WS.org. doi:10.48550/arXiv.2304.09803Full textFull text of the publication as PDF document
2022
Conference Papers
Training Novices: The Role of Human-AI Collaboration and Knowledge Transfer
Spitzer, P.; Kühl, N.; Goutier, M.
2022. Workshop on Human-Machine Collaboration and Teaming (HM-CaT 2022), 23rd July, Baltimore. doi:10.48550/arXiv.2207.00497
2020
Conference Papers
A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs
Martin, D.; Spitzer, P.; Kühl, N.
2020. 53rd Annual Hawaii International Conference on System Sciences (HICSS-53), Grand Wailea, Maui, HI, January 7-10, 2020 Full textFull text of the publication as PDF document