Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4663302 | Journal of Applied Logic | 2009 | 18 Pages |
Abstract
We examine the representation of judgements of stochastic independence in probabilistic logics. We focus on a relational logic where (i) judgements of stochastic independence are encoded by directed acyclic graphs, and (ii) probabilistic assessments are flexible in the sense that they are not required to specify a single probability measure. We discuss issues of knowledge representation and inference that arise from our particular combination of graphs, stochastic independence, logical formulas and probabilistic assessments.
Related Topics
Physical Sciences and Engineering
Mathematics
Logic
Authors
Cassio Polpo de Campos, Fabio Gagliardi Cozman, José Eduardo Ochoa Luna,