Unjustified Sample Sizes and Generalizations in Explainable AI Research: Principles for More Inclusive User Studies.
Uwe PetersMary CarmanPublished in: CoRR (2023)
Keyphrases
- user studies
- sample size
- user interaction
- user experience
- search tasks
- finite sample
- artificial intelligence
- model selection
- confidence intervals
- upper bound
- random sampling
- small sample
- experimental methodology
- statistical power
- retrieval systems
- experimental design
- variance reduction
- small samples
- statistical tests
- random sample
- np hard
- probabilistic model
- random samples
- social networks