Three Challenges in Utilizing Machine Learning to Predict Human Behavior from Observational Data.
Thomas ManziniPriyankari PeraliRobin R. MurphyPublished in: HRI (Companion) (2024)
Keyphrases
- human behavior
- machine learning
- observational data
- experimental data
- human subjects
- causal discovery
- machine learning algorithms
- causal structure
- directed acyclic graph
- visual attention
- causal relationships
- causal models
- natural language processing
- daily life
- causal bayesian networks
- real world
- learning algorithm
- data mining
- text classification
- information extraction
- ground truth
- knowledge discovery
- bayesian networks
- feature selection
- causal effects