Beyond Expertise and Roles: A Framework to Characterize the Stakeholders of Interpretable Machine Learning and their Needs.
Harini SureshSteven R. GomezKevin K. NamArvind SatyanarayanPublished in: CHI (2021)
Keyphrases
- machine learning
- information systems
- data mining
- pattern recognition
- probabilistic model
- supervised learning
- learning systems
- main contribution
- machine learning approaches
- real time
- inductive learning
- learning tasks
- statistical methods
- theoretical framework
- semi supervised learning
- model selection
- knowledge acquisition
- reinforcement learning
- image sequences
- real world
- databases