Algorithmic failure as a humanities methodology: Machine learning's mispredictions identify rich cases for qualitative analysis.
Jill Walker RettbergPublished in: Big Data Soc. (2022)
Keyphrases
- qualitative analysis
- machine learning
- quantitative analysis
- fault tree
- content analysis
- social sciences
- data mining
- statistical methods
- real world
- statistical machine learning
- failure modes
- learning algorithm
- digital libraries
- computer science
- machine learning methods
- machine learning approaches
- artificial intelligence
- high level
- feature selection
- inductive learning
- multimedia
- case base
- computer aided
- machine learning algorithms
- model selection
- computational intelligence
- image analysis