Formalizing argumentative reasoning in a possibilistic logic programming setting with fuzzy unification
Data(s) |
2008
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Resumo |
Possibilistic Defeasible Logic Programming (P-DeLP) is a logic programming language which combines features from argumentation theory and logic programming, incorporating the treatment of possibilistic uncertainty at the object-language level. In spite of its expressive power, an important limitation in P-DeLP is that imprecise, fuzzy information cannot be expressed in the object language. One interesting alternative for solving this limitation is the use of PGL+, a possibilistic logic over Gödel logic extended with fuzzy constants. Fuzzy constants in PGL+ allow expressing disjunctive information about the unknown value of a variable, in the sense of a magnitude, modelled as a (unary) predicate. The aim of this article is twofold: firstly, we formalize DePGL+, a possibilistic defeasible logic programming language that extends P-DeLP through the use of PGL+ in order to incorporate fuzzy constants and a fuzzy unification mechanism for them. Secondly, we propose a way to handle conflicting arguments in the context of the extended framework. |
Identificador | |
Idioma(s) |
eng |
Publicador |
Elsevier |
Relação |
Versió postprint del document publicat a: http://dx.doi.org/10.1016/j.ijar.2007.07.004 International Journal of Approximate Reasoning, 2008, vol. 48, núm. 3, pàg. 711-729 |
Direitos |
info:eu-repo/semantics/openAccess (c) Elsevier, 2008 |
Palavras-Chave | #Possibilistic logic #Fuzzy constants #Fuzzy unification #Defeasible argumentation #Warrant computation #Programació lògica #Lògica difusa |
Tipo |
article |