Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387143099> ?p ?o ?g. }
- W4387143099 abstract "Within the field of Requirements Engineering (RE), the increasing significance of Explainable Artificial Intelligence (XAI) in aligning AI-supported systems with user needs, societal expectations, and regulatory standards has garnered recognition. In general, explainability has emerged as an important non-functional requirement that impacts system quality. However, the supposed trade-off between explainability and performance challenges the presumed positive influence of explainability. If meeting the requirement of explainability entails a reduction in system performance, then careful consideration must be given to which of these quality aspects takes precedence and how to compromise between them. In this paper, we critically examine the alleged trade-off. We argue that it is best approached in a nuanced way that incorporates resource availability, domain characteristics, and considerations of risk. By providing a foundation for future research and best practices, this work aims to advance the field of RE for AI." @default.
- W4387143099 created "2023-09-29" @default.
- W4387143099 creator A5007325624 @default.
- W4387143099 creator A5037081992 @default.
- W4387143099 creator A5068788783 @default.
- W4387143099 date "2023-09-01" @default.
- W4387143099 modified "2023-10-18" @default.
- W4387143099 title "Revisiting the Performance-Explainability Trade-Off in Explainable Artificial Intelligence (XAI)" @default.
- W4387143099 cites W1570713908 @default.
- W4387143099 cites W1780185704 @default.
- W4387143099 cites W2013587512 @default.
- W4387143099 cites W2022508996 @default.
- W4387143099 cites W2026905436 @default.
- W4387143099 cites W2076063813 @default.
- W4387143099 cites W2112796928 @default.
- W4387143099 cites W2132549764 @default.
- W4387143099 cites W2144354855 @default.
- W4387143099 cites W2160815625 @default.
- W4387143099 cites W2163922914 @default.
- W4387143099 cites W2194775991 @default.
- W4387143099 cites W2257979135 @default.
- W4387143099 cites W2566079294 @default.
- W4387143099 cites W2575439561 @default.
- W4387143099 cites W2618530766 @default.
- W4387143099 cites W2766447205 @default.
- W4387143099 cites W2792641098 @default.
- W4387143099 cites W2898694742 @default.
- W4387143099 cites W2915292867 @default.
- W4387143099 cites W2919115771 @default.
- W4387143099 cites W2945976633 @default.
- W4387143099 cites W2962772482 @default.
- W4387143099 cites W2962790223 @default.
- W4387143099 cites W2962858109 @default.
- W4387143099 cites W2963095307 @default.
- W4387143099 cites W2963518130 @default.
- W4387143099 cites W2965860133 @default.
- W4387143099 cites W2978238437 @default.
- W4387143099 cites W2981731882 @default.
- W4387143099 cites W2982316857 @default.
- W4387143099 cites W2992786177 @default.
- W4387143099 cites W2994994190 @default.
- W4387143099 cites W2995523160 @default.
- W4387143099 cites W2995739402 @default.
- W4387143099 cites W3000716014 @default.
- W4387143099 cites W3036972878 @default.
- W4387143099 cites W3100711616 @default.
- W4387143099 cites W3114133322 @default.
- W4387143099 cites W3131457744 @default.
- W4387143099 cites W3133543405 @default.
- W4387143099 cites W3135487809 @default.
- W4387143099 cites W3149713727 @default.
- W4387143099 cites W3154992862 @default.
- W4387143099 cites W3208537218 @default.
- W4387143099 cites W3215119593 @default.
- W4387143099 cites W4205930639 @default.
- W4387143099 cites W4206544120 @default.
- W4387143099 cites W4213224866 @default.
- W4387143099 cites W4226290207 @default.
- W4387143099 cites W4226390166 @default.
- W4387143099 cites W4229494842 @default.
- W4387143099 cites W4231799185 @default.
- W4387143099 cites W4282040792 @default.
- W4387143099 cites W4283157638 @default.
- W4387143099 cites W4283159491 @default.
- W4387143099 cites W4283160208 @default.
- W4387143099 cites W4283168572 @default.
- W4387143099 cites W4298266977 @default.
- W4387143099 cites W4311816408 @default.
- W4387143099 cites W4313026162 @default.
- W4387143099 doi "https://doi.org/10.1109/rew57809.2023.00060" @default.
- W4387143099 hasPublicationYear "2023" @default.
- W4387143099 type Work @default.
- W4387143099 citedByCount "0" @default.
- W4387143099 crossrefType "proceedings-article" @default.
- W4387143099 hasAuthorship W4387143099A5007325624 @default.
- W4387143099 hasAuthorship W4387143099A5037081992 @default.
- W4387143099 hasAuthorship W4387143099A5068788783 @default.
- W4387143099 hasConcept C111472728 @default.
- W4387143099 hasConcept C112930515 @default.
- W4387143099 hasConcept C127413603 @default.
- W4387143099 hasConcept C134306372 @default.
- W4387143099 hasConcept C138885662 @default.
- W4387143099 hasConcept C144024400 @default.
- W4387143099 hasConcept C144133560 @default.
- W4387143099 hasConcept C154945302 @default.
- W4387143099 hasConcept C17744445 @default.
- W4387143099 hasConcept C18762648 @default.
- W4387143099 hasConcept C199539241 @default.
- W4387143099 hasConcept C202444582 @default.
- W4387143099 hasConcept C206345919 @default.
- W4387143099 hasConcept C2779530757 @default.
- W4387143099 hasConcept C2780966255 @default.
- W4387143099 hasConcept C31258907 @default.
- W4387143099 hasConcept C33923547 @default.
- W4387143099 hasConcept C36289849 @default.
- W4387143099 hasConcept C36503486 @default.
- W4387143099 hasConcept C41008148 @default.
- W4387143099 hasConcept C46355384 @default.
- W4387143099 hasConcept C78519656 @default.
- W4387143099 hasConcept C9652623 @default.