22 citations · 28 across the 4 of their papers we have counts for
4 papers
From Facts to Foils: Designing and Evaluating Counterfactual Explanations for Smart Environments
Anna Trapp, Mersedeh Sadeghi, Andreas Vogelsang
Explainability is increasingly seen as an essential feature of rule-based smart environments. While counterfactual explanations, which describe what could have been done differentl…
From Specifications to Prompts: On the Future of Generative LLMs in Requirements Engineering
Andreas Vogelsang
Generative LLMs, such as GPT, have the potential to revolutionize Requirements Engineering (RE) by automating tasks in new ways. This column explores the novelties and introduces t…
SmartEx: A Framework for Generating User-Centric Explanations in Smart Environments
Mersedeh Sadeghi, Lars Herbold, Max Unterbusch +1
Explainability is crucial for complex systems like pervasive smart environments, as they collect and analyze data from various sensors, follow multiple rules, and control different…
Generating Context-Aware Contrastive Explanations in Rule-based Systems
Lars Herbold, Mersedeh Sadeghi, Andreas Vogelsang
Human explanations are often contrastive, meaning that they do not answer the indeterminate "Why?" question, but instead "Why P, rather than Q?". Automatically generating contrasti…