Unjustified Sample Sizes and Generalizations in Explainable Artificial Intelligence Research: Principles for More Inclusive User Studies.
Uwe PetersMary CarmanPublished in: IEEE Intell. Syst. (2023)
Keyphrases
- user studies
- sample size
- user interaction
- model selection
- user experience
- random sampling
- search tasks
- small sample
- finite sample
- upper bound
- experimental methodology
- interactive information retrieval
- experimental design
- confidence intervals
- retrieval systems
- search tools
- small samples
- statistical tests
- worst case
- statistical power
- standard deviation
- hypothesis testing
- special case
- image retrieval
- information retrieval
- machine learning