DocumentCode
1188055
Title
Conditional objects as nonmonotonic consequence relationships
Author
Dubois, Didier ; Prade, Henri
Author_Institution
Inst. de Recherche en Inf., Univ. Paul Sabatier, Toulouse, France
Volume
24
Issue
12
fYear
1994
fDate
12/1/1994 12:00:00 AM
Firstpage
1724
Lastpage
1740
Abstract
This paper investigates the relationship between conditional objects obtained as a qualitative counterpart to conditional probabilities, and nonmonotonic reasoning. Viewed as an inference rule expressing a contextual belief, the conditional object is shown to possess all properties of a well-behaved nonmonotonic consequence relation when a suitable choice of connectives and deduction operation is made. Using previous results from Adams´ conditional probabilistic logic, a logic of conditional objects is proposed. Its axioms and inference rules are those of preferential reasoning logic of Lehmann and colleagues. But the semantics relies on a three-valued truth valuation first suggested by De Finetti. It is more elementary and intuitive than the preferential semantics of Lehmann and colleagues and does not require probabilistic semantics. The analysis of a notion of consistency of a set of conditional objects is studied in the light of such a three-valued semantics and higher level counterparts of deduction theorem, modus ponens, resolution and refutation are suggested. Limitations of this logic are discussed
Keywords
belief maintenance; many-valued logics; nonmonotonic reasoning; probabilistic logic; probability; ternary logic; Adam conditional probabilistic logic; conditional object; conditional probabilities; contextual belief; deduction; inference rule; modus ponens; nonmonotonic reasoning; preferential reasoning logic; preferential semantics; three-valued truth valuation; Cost accounting; Helium; Numerical models; Probabilistic logic; Terminology;
fLanguage
English
Journal_Title
Systems, Man and Cybernetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9472
Type
jour
DOI
10.1109/21.328930
Filename
328930
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