Information Systems & Service Design
Merlin_Knaeble

M.Sc. Merlin Knäble

  • Karlsruhe Institute of Technology (KIT)
    Fakultät für Wirtschaftswissenschaften
    Institut für Wirtschaftsinformatik und Marketing
    Kollegiengebäude am Kronenplatz (05.20)
    Kaiserstraße 89, 76133 Karlsruhe

Research Interests

  • Interactive Machine Learning
  • Interactive Labeling & Training Data Creation
  • Human-AI Interaction
  • Human-Computer Interaction

Short CV

2020-now Doctoral Researcher, ISSD, IISM, KIT
2017-2020 M.Sc. Information Engineering & Management, KIT
2017-2020 Junior Researcher, ISSD, IISM, KIT
2014-2017 B.Sc. Information Engineering & Management, KIT

Teaching

  • Team Software Project "Labeling Platform" (starting fall 2020)
  • ISSD Literature Seminar (starting fall 2020)
  • Always open for Bachelor's & Master's thesis proposals from motivated students!

Publications


Journal Articles
2020
  1. Power to the Oracle? Design Principles for Interactive Labeling Systems in Machine Learning.
    Nadj, M.; Knaeble, M.; Li, M. X.; Maedche, A.
    2020. Künstliche Intelligenz, 1–12. doi:10.1007/s13218-020-00634-1
Conference Papers
2020
  1. Oracle or Teacher? A Systematic Overview of Research on Interactive Labeling for Machine Learning.
    Knaeble, M.; Nadj, M.; Maedche, A.
    2020. 15. Internationale Tagung Wirtschaftsinformatik (WI 2020), Potsdam, 9 - 11 März 2020, 2–16, GITO Verlag. doi:10.30844/wi_2020_a1-knaeble
2018
  1. Designing Uncertainty-Aware Dashboards for Software Development Projects.
    Knaeble, M.; Nadj, M.; Maedche, A.
    2018. 13th International Conference on Design Science Research in Information Systems and Technology (DESRIST), Chennai, IND, June 3-6, 2018, 1–15