11 papers
From Quality Properties to Practice: A Guideline and Workflow for Explainability Requirements
Martin Obaidi, Jakob Droste, Hannah Deters +3
Explainability is increasingly required in AI-enabled software systems to support transparency, user trust, and compliance. Yet, explainability requirements are often written ad ho…
Writing Better Software Explanations: A Guideline-Based Approach
Martin Obaidi, Jean-Carl Kremser, Hannah Deters +3
As software systems increasingly rely on natural-language explanations to address user-reported explanation needs in requirements communication and support, ensuring that such expl…
Automating Explanation Need Management in App Reviews: A Case Study from the Navigation App Industry
Martin Obaidi, Nicolas VoÃ, Hannah Deters +4
Providing explanations in response to user reviews is a time-consuming and repetitive task for companies, as many reviews present similar issues requiring nearly identical response…
Understanding Usefulness in Developer Explanations on Stack Overflow
Martin Obaidi, Kushtrim Qengaj, Hannah Deters +4
Explanations are essential in software engineering (SE) and requirements communication, helping stakeholders clarify ambiguities, justify design choices, and build shared understan…
Explainability Needs in Agriculture: Exploring Dairy Farmers' User Personas
Mengisti Berihu Girmay, Jakob Droste, Hannah Deters +1
Artificial Intelligence (AI) promises new opportunities across many domains, including agriculture. However, the adoption of AI systems in this sector faces several challenges. Sys…
How to Elicit Explainability Requirements? A Comparison of Interviews, Focus Groups, and Surveys
Martin Obaidi, Jakob Droste, Hannah Deters +4
As software systems grow increasingly complex, explainability has become a crucial non-functional requirement for transparency, user trust, and regulatory compliance. Eliciting exp…