Understanding Machine Learning Practitioners' Data Documentation Perceptions, Needs, Challenges, and Desiderata.
Amy HegerLiz B. MarquisMihaela VorvoreanuHanna M. WallachJennifer Wortman VaughanPublished in: Proc. ACM Hum. Comput. Interact. (2022)
Keyphrases
- machine learning
- data analysis
- data sets
- data mining
- raw data
- real world
- knowledge discovery
- statistical methods
- artificial intelligence
- data collection
- high quality
- data structure
- original data
- synthetic data
- experimental data
- small number
- image data
- data sources
- database
- structured data
- learning models
- statistical analysis
- data processing
- data mining techniques
- semi supervised
- information extraction
- information systems