• DocumentCode
    1873069
  • Title

    Specifics of transitions in binary Markov logic

  • Author

    Sgurev, Vassil S. ; Jotsov, Vladimir S.

  • Author_Institution
    Federation of Sci.-Tech. Unions, Sofia, Bulgaria
  • fYear
    2012
  • fDate
    6-8 Sept. 2012
  • Firstpage
    208
  • Lastpage
    212
  • Abstract
    The paper presents a research on transitive probabilities of a binary Markov logic. Analytical dependencies are obtained of such transitions. A Markov interpretation is introduced of propositional-logic formulas using only two binary Markov matrices, two rules and a suitably selected negation of binary vectors. Formulas are obtained for final transitive probabilities for each of the two selected binary Markov matrix. Numeric examples are presented for a Markov interpretation of propositional-logic logical operations.
  • Keywords
    Markov processes; formal logic; matrix algebra; probability; Markov interpretation; analytical dependencies; binary Markov logic transitions; binary Markov matrices; binary vectors; propositional-logic formulas; propositional-logic logical operations; transitive probabilities; Bayesian methods; Equations; Fuzzy logic; Learning systems; Markov processes; Vectors; Markov logic; knowledge management; probabilities;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems (IS), 2012 6th IEEE International Conference
  • Conference_Location
    Sofia
  • Print_ISBN
    978-1-4673-2276-8
  • Type

    conf

  • DOI
    10.1109/IS.2012.6335137
  • Filename
    6335137