Probabilistic Default Reasoning with Conditional Constraints

Details Probabilistic Default Reasoning with Conditional Constraints Probabilistic Default Reasoning with Conditional Constraints

2000-03-08

arxiv.org/abs/cs/0003023v1

Computer Science

Artificial Intelligence

8 pages; to appear in Proceedings of the Eighth International Workshop on Nonmonotonic Reasoning, Special Session on Uncertain

Scientific paper

We propose a combination of probabilistic reasoning from conditional constraints with approaches to default reasoning from conditional knowledge bases. In detail, we generalize the notions of Pearl's entailment in system Z, Lehmann's lexicographic entailment, and Geffner's conditional entailment to conditional constraints. We give some examples that show that the new notions of z-, lexicographic, and conditional entailment have similar properties like their classical counterparts. Moreover, we show that the new notions of z-, lexicographic, and conditional entailment are proper generalizations of both their classical counterparts and the classical notion of logical entailment for conditional constraints.

Affiliated with

Also associated with

No associations

Rating

Probabilistic Default Reasoning with Conditional Constraints does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Probabilistic Default Reasoning with Conditional Constraints, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Probabilistic Default Reasoning with Conditional Constraints will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-143964