Comparing Machine Learning Correlations to Domain Experts' Causal Knowledge: Employee Turnover Use Case.
Eya MeddebChristopher P. BowersLynn NicholPublished in: CD-MAKE (2022)
Keyphrases
- domain experts
- causal knowledge
- machine learning
- knowledge acquisition
- knowledge base
- knowledge elicitation
- domain knowledge
- domain specific
- human experts
- knowledge representation
- causal explanation
- knowledge engineering
- expert knowledge
- learning algorithm
- machine learning methods
- bayesian networks
- text classification
- knowledge based systems
- causal reasoning
- domain dependent
- causal relationships
- data mining
- semi supervised learning
- artificial intelligence
- text mining
- knowledge discovery
- data analysis
- human resource management
- conditional probabilities
- neural network
- prior knowledge
- databases
- decision trees
- supervised learning
- reinforcement learning
- active learning