42 citations · 114 across the 14 of their papers we have counts for
3 papers · 1 filter
Explanation Strategies as an Empirical-Analytical Lens for Socio-Technical Contextualization of Machine Learning Interpretability
Jesse Josua Benjamin, Christoph Kinkeldey, Claudia Müller-Birn +2
During a research project in which we developed a machine learning (ML) driven visualization system for non-ML experts, we reflected on interpretability research in ML, computer-su…
Investigating Modes of Activity and Guidance for Mediating Museum Exhibits in Mixed Reality
Katrin Glinka, Patrick Tobias Fischer, Claudia Müller-Birn +1
We present an exploratory case study describing the design and realisation of a ''pure mixed reality'' application in a museum setting, where we investigate the potential of using…
Situated Case Studies for a Human-Centered Design of Explanation User Interfaces
Claudia Müller-Birn, Katrin Glinka, Peter Sörries +2
Researchers and practitioners increasingly consider a human-centered perspective in the design of machine learning-based applications, especially in the context of Explainable Arti…