• 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