Please use this identifier to cite or link to this item: doi:10.22028/D291-31306
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Title: Explainability as a Non-Functional Requirement
Author(s): Kohl, Maximilian A.
Baum, Kevin
Langer, Markus
Oster, Daniel
Speith, Timo
Bohlender, Dimitri
Editor(s): Damian, Daniela
Perini, Anna
Lee, Seok-Won
Language: English
Title: 2019 IEEE 27th International Requirements Engineering Conference
Startpage: 363
Endpage: 368
Publisher/Platform: IEEE
Year of Publication: 2019
Title of the Conference: RE 2019
Place of the conference: Jeju Island, South Korea
Publikation type: Conference Paper
Abstract: Recent research efforts strive to aid in designing explainable systems. Nevertheless, a systematic and overarching approach to ensure explainability by design is still missing. Often it is not even clear what precisely is meant when demanding explainability. To address this challenge, we investigate the elicitation, specification, and verification of explainablity as a Non-Functional Requirement (NFR) with the long-term vision of establishing a standardized certification process for the explainability of software-driven systems in tandem with appropriate development techniques. In this work, we carve out different notions of explainability and high-level requirements people have in mind when demanding explainability, and sketch how explainability concerns may be approached in a hypothetical hiring scenario. We provide a conceptual analysis which unifies the different notions of explainability and the corresponding explainability demands.
DOI of the first publication: 10.1109/RE.2019.00046
URL of the first publication: https://ieeexplore.ieee.org/document/8920711
Link to this record: hdl:20.500.11880/29322
http://dx.doi.org/10.22028/D291-31306
ISBN: 978-1-7281-3912-8
978-1-72813-913-5
Date of registration: 25-Jun-2020
Faculty: HW - Fakultät für Empirische Humanwissenschaften und Wirtschaftswissenschaft
Department: HW - Psychologie
Professorship: HW - Prof. Dr. Cornelius König
Collections:UniBib – Die Universitätsbibliographie

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