Abstract
We evaluate current explanation schemes. These are either insufficiently general, or suffer from other serious drawbacks. We propose a domain-independent explanation system that is based on ignoring irrelevant variables in a probabilistic setting. We then prove important properties of some specific irrelevance-based schemes and discuss how to implement them.
| Original language | English GB |
|---|---|
| Title of host publication | Proceedings of the ninth National conference on Artificial intelligence-Volume 1 |
| Pages | 482-487 |
| State | Published - 1991 |