@inproceedings{b8eddbca69234c0cace8952b708d08b2,
title = "Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements",
abstract = "With the recent proliferation of artificial intelligence systems, there has been a surge in the demand for explainability of these systems. Explanations help to reduce system opacity, support transparency, and increase stakeholder trust. In this position paper, we discuss synergies between requirements engineering (RE) and Explainable AI (XAI). We highlight challenges in the field of XAI, and propose a framework and research directions on how RE practices can help to mitigate these challenges.",
keywords = "Explainability, Requirements Engineering, XAI",
author = "Habiba, {Umm E.} and Justus Bogner and Stefan Wagner",
note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 30th IEEE International Requirements Engineering Conference Workshops, REW 2022 ; Conference date: 15-08-2022 Through 19-08-2022",
year = "2022",
doi = "10.1109/REW56159.2022.00038",
language = "English",
series = "Proceedings of the IEEE International Conference on Requirements Engineering",
publisher = "IEEE Computer Society",
pages = "162--165",
editor = "Eric Knauss and Gunter Mussbacher and Chetan Arora and Muneera Bano and Jean-Guy Schneider",
booktitle = "Proceedings - 30th IEEE International Requirements Engineering Conference Workshops, REW 2022",
}