Tooling for developing data-driven applications: Overview and outlook
Machine Learning systems are, by now, an essential part of the software landscape. From
the development perspective this means a paradigmatic shift, which should be reflected in …
the development perspective this means a paradigmatic shift, which should be reflected in …
A Methodology and Software Architecture to Support Explainability-by-Design
Algorithms play a crucial role in many technological systems that control or affect various
aspects of our lives. As a result, providing explanations for their decisions to address the …
aspects of our lives. As a result, providing explanations for their decisions to address the …
Exploring Factors Affecting User Perception of Trustworthiness in Advanced Technology: Preliminary Results
People perceive advanced technologies to be nondeterministic as they become increasingly
complex and opaque. Therefore, the issue of trust in technology is becoming crucial …
complex and opaque. Therefore, the issue of trust in technology is becoming crucial …
[PDF][PDF] Explainable AI: A key driver for AI adoption, a mistaken concept, or a practically irrelevant feature?
Explainable artificial intelligence (xAI) has become a popular subject of research amongst AI
scholars in the last years. Some scholars consider xAI a significant driver of AI adoption in …
scholars in the last years. Some scholars consider xAI a significant driver of AI adoption in …
Heuristics to Design Trustworthy Technologies: Study Design and Current Progress
As advanced technologies become increasingly complex and opaque, people perceive
them to be nondeterministic, raising concerns about trust in technology. This issue is …
them to be nondeterministic, raising concerns about trust in technology. This issue is …