Model-based reasoning
Most BNs are a model for the world
- represent possible trajectories of events.
- edges represent causal connections.
Examples
- genetics: BN ? family tree;
- diagnosis: BN ? device.
-
Advantages:
- comprehensibility;
- versatility: same model can be used for prediction, diagnosis, decision making, …
- and …