Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Qualitative Investigation in Explainable Artificial Intelligence: A Bit
  More Insight from Social Science   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.

18
The categories of this paper are: econ
16
The categories of this paper are: stat
31
The categories of this paper are: ao-sci
25
The categories of this paper are: patt-sol
23
The categories of this paper are: solv-int
32
The categories of this paper are: atom-ph
15
The categories of this paper are: nucl-ex
19
The categories of this paper are: eess
10
The categories of this paper are: q-bio
2
The categories of this paper are: math
3
The categories of this paper are: physics
9
The categories of this paper are: nlin
21
The categories of this paper are: adap-org
30
The categories of this paper are: q-alg
8
The categories of this paper are: hep-ex
20
The categories of this paper are: acc-phys