TY - JOUR
T1 - Assembling a consistent set of sentences in relational probabilistic logic with stochastic independence
AU - de Campos, Cassio Polpo
AU - Cozman, Fabio Gagliardi
AU - Luna, José Eduardo Ochoa
PY - 2009/6/1
Y1 - 2009/6/1
N2 - 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.
AB - 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.
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U2 - 10.1016/j.jal.2007.11.002
DO - 10.1016/j.jal.2007.11.002
M3 - Article
SN - 1570-8683
SP - 137
EP - 154
JO - Journal of Applied Logic
JF - Journal of Applied Logic
ER -