8 citations · 16 across the 5 of their papers we have counts for
5 papers
A Trustworthiness-based Metaphysics of Artificial Intelligence Systems
Andrea Ferrario
Modern AI systems are man-made objects that leverage machine learning to support our lives across a myriad of contexts and applications. Despite extensive epistemological and ethic…
"Is It My Turn?" Assessing Teamwork and Taskwork in Collaborative Immersive Analytics
Michaela Benk, Raphael Weibel, Stefan Feuerriegel +1
Immersive analytics has the potential to promote collaboration in machine learning (ML). This is desired due to the specific characteristics of ML modeling in practice, namely the…
Creative Uses of AI Systems and their Explanations: A Case Study from Insurance
Michaela Benk, Raphael Weibel, Andrea Ferrario
Recent works have recognized the need for human-centered perspectives when designing and evaluating human-AI interactions and explainable AI methods. Yet, current approaches fall s…
The Value of Measuring Trust in AI - A Socio-Technical System Perspective
Michaela Benk, Suzanne Tolmeijer, Florian von Wangenheim +1
Building trust in AI-based systems is deemed critical for their adoption and appropriate use. Recent research has thus attempted to evaluate how various attributes of these systems…
A Series of Unfortunate Counterfactual Events: the Role of Time in Counterfactual Explanations
Andrea Ferrario, Michele Loi
Counterfactual explanations are a prominent example of post-hoc interpretability methods in the explainable Artificial Intelligence research domain. They provide individuals with a…