Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI.
Mahima PushkarnaAndrew ZaldivarOddur KjartanssonPublished in: CoRR (2022)
Keyphrases
- data sets
- training data
- database
- image data
- data sources
- complex data
- synthetic data
- data analysis
- data collection
- data structure
- missing values
- rfid tags
- training dataset
- historical data
- original data
- experimental data
- artificial intelligence
- computer systems
- data processing
- knowledge discovery
- statistical analysis
- expert systems
- statistical methods
- raw data
- machine learning
- social networks
- synthetic datasets