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. © 2007 Elsevier Inc. All rights reserved.
de Campos, C. P., Cozman, F. G., & Luna, J. E. O. (2009). Assembling a consistent set of sentences in relational probabilistic logic with stochastic independence. Journal of Applied Logic, 137-154. https://doi.org/10.1016/j.jal.2007.11.002