A feminist data ethics of care for machine learning: The what, why, who and how.
Joanne GrayAlice WittPublished in: First Monday (2021)
Keyphrases
- machine learning
- data sets
- data collection
- data analysis
- data points
- data mining techniques
- data structure
- training data
- complex data
- data processing
- data sources
- image data
- labeled data
- databases
- high quality
- synthetic data
- data management
- small number
- knowledge discovery
- database
- end users
- feature selection
- data quality
- prior knowledge
- natural language processing
- background knowledge
- sensor data
- missing data
- database systems
- machine learning algorithms
- artificial intelligence
- pattern recognition
- information extraction
- probability distribution
- long term
- computer vision