Personalizing influence diagrams: applying online learning strategies to dialogue management.
David Maxwell ChickeringTim PaekPublished in: User Model. User Adapt. Interact. (2007)
Keyphrases
- learning strategies
- influence diagrams
- dialogue management
- online learning
- decision problems
- dialogue system
- probabilistic inference
- decision making
- spoken dialogue systems
- active learning
- sensitivity analysis
- e learning
- natural language generation
- graphical models
- learning capabilities
- data sets
- language understanding
- belief networks
- bayesian networks
- neural network
- supervised learning
- training set
- reinforcement learning