IISM | Digital Service Innovation  Prof. Dr. Gerhard Satzger
Jannis Walk, M.Sc.

Jannis Walk, M.Sc.

  • Kaiserstr. 89

    D - 76133 Karlsruhe


Research Interests

  • Machine Learning & Deep Learning
  • Computer Vision
  • Data Analytics
  • Internet of Things
  • Industrie 4.0
  • Value Co-Creation
  • Sustainability, in particular through technological innovation


  • Exercise Industrial Services (WS18/19, WS19/20)
  • Seminar: Data Science for the Industrial Internet of Things (SS19)
  • Co-Lecturer Service Analytics (SS20)

Curriculum Vitae

Since June 2018, Jannis Walk is a Research Associate at the Digital Service Innovation group and a Data Scientist at Ceratizit Austrua GmbH. He studied Industrial Engineering and Management at the Karlsruhe Institute of Technology. During his master studies he worked as a Research Associate in the Digital Service Innovation group for one and a half years.


Due to the interdisciplinary activities of KSRI researchers publication lists also contain publications that have not explicitly been developed in the course of their activities at KSRI.

Conference Papers
An Uncertainty-based Human-in-the-loop System for Industrial Tool Wear Analysis.
Treiss, A.; Walk, J.; Kühl, N.
2020. Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2020, 14-18 September 2020, Ghent, Belgium Full textFull text of the publication as PDF document
Half-empty or half-full? A Hybrid Approach to Predict Recycling Behavior of Consumers to Increase Reverse Vending Machine Uptime.
Walk, J.; Hirt, R.; Kühl, N.; Hersløv, E. R.
2020. Exploring Service Science : 10th International Conference on Exploring Service Science, IESS 2020, Porto, Portugal, February 05-07, 2020. Proceedings. Ed.: H. Nóvoa, Springer International Publishing, Basel Full textFull text of the publication as PDF document
Towards Leveraging End-of-Life Tools as an Asset: Value Co-Creation based on Deep Learning in the Machining Industry.
Walk, J.; Kühl, N.; Schäfer, J.
2020. Proceedings of the 53rd 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
Conference Papers
Supporting the Dispatching Process for Maintenance Technicians in Industry 4.0.
Bader, S.; Vössing, M.; Wolff, C.; Walk, J.; Maleshkova, M.
2017. Tagungsband der 9. Konferenz Professionelles Wissensmanagement (Professional Knowledge Management), WM 2017, Karlsruhe, Germany, April 5-7, 2017. Hrsg.: Y. Sure-Vetter, 131–136, RWTH, Aachen 
Simulation-Based Technician Field Service Management.
Vössing, M.; Wolff, C.; Walk, J.
2017. Clausthal-Göttingen international Workshop on Simulation Science, Göttingen, Germany, 27th - 28th April 2017 
Towards a Service-oriented Business Model Framework for E-mobility.
Walk, J.
2015. 4th European Battery, Hybrid and Fuel Cell Electric Vehicle Congress Brussels, 2nd - 4th December 2015