Assembling a consistent set of sentences in relational probabilistic logic with stochastic independence

Cassio Polpo de Campos, Fabio Gagliardi Cozman, José Eduardo Ochoa Luna

Resultado de la investigación: Contribución a una revistaArtículo

5 Citas (Scopus)

Resumen

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.
Idioma originalInglés estadounidense
Páginas (desde-hasta)137-154
Número de páginas18
PublicaciónJournal of Applied Logic
DOI
EstadoPublicada - 1 jun 2009
Publicado de forma externa

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