Forschungsinteressen

Meine Forschungsinteressen liegen im Bereich von human-centered AI. Eine grosse Herausforderung in diesem Gebiet ist, dass mit zunehmender Komplexität von KI-Systemen deren Vorhersagen und Entscheidungen nicht immer vollständig den Nutzern*innen erklärt werden können. Wie kann Transparenz, eine Forderung für den verantwortungsvollen Einsatz von KI, dennoch gewährleistet werden und welche Bedürfnisse der Nutzer*innen (z.B. Usability, Vertrauen, etc.) werden dadurch berücksichtigt? Solche Fragen faszinieren mich und sind ein Schwerpunkt meiner Forschung.

Publikationen

Conference Proceedings

2022

• Scharowski, N., Perrig, S. A. C., von Felten, N., & Brühlmann, F. (2022). Trust and Reliance in XAI–Distinguishing Between Attitudinal and Behavioral Measures. CHI 2022 TRAIT Workshop on Trust and Reliance in AI-Human Teams. https://arxiv.org/abs/2203.12318

  @inproceedings{scharowski2022trust,
    title = {Trust and Reliance in XAI--Distinguishing Between Attitudinal and Behavioral Measures},
    author = {Scharowski, Nicolas and Perrig, Sebastian A. C. and von Felten, Nick and Br{\"u}hlmann, Florian},
    booktitle = {CHI 2022 TRAIT Workshop on Trust and Reliance in AI-Human Teams},
    url = {https://arxiv.org/abs/2203.12318},
    year = {2022}
  }
  
  

2021

• Scharowski, N., Opwis, K., & Brühlmann, F. (2021). Empirical hints of cognitive biases despite human-centered AI explanations. CHI 2021 Workshop: Operationalizing Human-Centered Perspectives in Explainable AI.

  @inproceedings{bruhlmann_online_2021,
    author = {Scharowski, Nicolas and Opwis, Klaus and Brühlmann, Florian},
    booktitle = {CHI 2021 Workshop: Operationalizing Human-Centered Perspectives in Explainable AI},
    title = {Empirical hints of cognitive biases despite human-centered AI explanations},
    year = {2021},
    url2 = {https://www.dropbox.com/s/jdlxja97k192rsx/HCXAI2021_paper_6.pdf?dl=0}
  }
  
  

masterthesis

2020

• Scharowski, N. (2020). Transparency and trust in AI: Measuring the effect of human-friendly AI explanations on objective and subjective trust.

  @masterthesis{Scharowski_AI_2020,
    author = {Scharowski, N.},
    keywords = {master thesis},
    title = {Transparency and trust in AI: Measuring the effect of human-friendly
    	AI explanations on objective and subjective trust.},
    url2 = {/MA/2020_Scharowski.pdf},
    year = {2020}
  }
  
  

bachelorthesis

2018

• Scharowski, N. (2018). Gamification: From emerging conceptualization to coexisting explanatory models in the context of education.

  @bachelorthesis{scharowski_gamification_2018,
    author = {Scharowski, N.},
    keywords = {bachelor thesis},
    title = {Gamification: From emerging conceptualization to coexisting explanatory models in the context of education.},
    url2 = {/BA/2018_Scharowski.pdf},
    year = {2018}
  }