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- W3098384022 abstract "We present a focused analysis of user studies in explainable artificial intelligence (XAI) entailing qualitative investigation. We draw on social science corpora to suggest ways for improving the rigor of studies where XAI researchers use observations, interviews, focus groups, and/or questionnaires to capture qualitative data. We contextualize the presentation of the XAI papers included in our analysis according to the components of rigor described in the qualitative research literature: 1) underlying theories or frameworks, 2) methodological approaches, 3) data collection methods, and 4) data analysis processes. The results of our analysis support calls from others in the XAI community advocating for collaboration with experts from social disciplines to bolster rigor and effectiveness in user studies." @default.
- W3098384022 created "2020-11-23" @default.
- W3098384022 creator A5016043061 @default.
- W3098384022 creator A5029791065 @default.
- W3098384022 creator A5033664849 @default.
- W3098384022 date "2021-09-28" @default.
- W3098384022 modified "2023-10-16" @default.
- W3098384022 title "Qualitative investigation in explainable artificial intelligence: A bit more insight from social science" @default.
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