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

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Autor(es):
de Campos, Cassio Polpo ; Cozman, Fabio Gagliardi ; Ochoa Luna, Jose Eduardo
Número total de Autores: 3
Tipo de documento: Artigo Científico
Fonte: JOURNAL OF APPLIED LOGIC; v. 7, n. 2, p. 18-pg., 2009-06-01.
Resumo

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. (C) 2007 Elsevier B.V. All rights reserved. (AU)

Processo FAPESP: 04/09568-0 - Algoritmos para inferencia e aprendizado para logica probabilistica com relacoes de independencia.
Beneficiário:Fabio Gagliardi Cozman
Modalidade de apoio: Auxílio à Pesquisa - Regular