"Everyone wants to do the model work, not the data work": Data Cascades in High-Stakes AI.
Nithya SambasivanShivani KapaniaHannah HighfillDiana AkrongPraveen K. ParitoshLora AroyoPublished in: CHI (2021)
Keyphrases
- data sets
- database
- input data
- original data
- experimental data
- data quality
- data analysis
- synthetic data
- prior knowledge
- data sources
- data points
- knowledge discovery
- case based reasoning
- raw data
- statistical analysis
- data collection
- machine learning
- data mining techniques
- data structure
- metadata
- similarity measure
- simulation data
- complex data
- historical data
- predictive model
- prior information
- databases
- test data
- spatial data
- computational model
- computer systems
- small number
- relational databases
- high quality