- We need to account for uncertainty when we design expert systems
- Probability theory has been the most successful mathematical tool for
- Goal: Build useful models that reflect the probabilistic structure of a
problem domain of interest.
- Discover and efficiently represent the underlying probability distribution
- The constructed model must answer quickly to queries concerning
probabilities of complex events (inference)