• DocumentCode
    2124994
  • Title

    A Logic of Attribute Containment

  • Author

    Belohlavek, Radim ; Konecny, Jan

  • Author_Institution
    State Univ. of New York at Binghamton, Binghamton, NY
  • fYear
    2008
  • fDate
    21-22 Dec. 2008
  • Firstpage
    246
  • Lastpage
    251
  • Abstract
    We present a logic of if-then rules such as "if all attributes of an object are among those from A then they are among those from B." The attributes can either be yes/no attributes, such as male and has all wheel drive, or graded attributes, such as red and good performance which apply to objects to certain grades. We assume an abstract nonnumeric framework in which the grades form a particular bounded partially ordered set equipped with aggregation operators. For such framework, we provide basic syntactic and semantic notions, describe complete non-redundant sets of the if-then rules, and a logic for reasoning with such dependencies with its ordinary-style and graded-style completeness.
  • Keywords
    computational linguistics; inference mechanisms; process algebra; set theory; abstract nonnumeric framework; aggregation operator; attribute containment; complete nonredundant set; if-then rule logic; logical calculi; reasoning; semantic notion; syntactic notion; Algebra; Association rules; Calculus; Data mining; Fuzzy logic; Fuzzy reasoning; Knowledge acquisition; Lattices; Wheels; dependencies; fuzzy logic; if-ther rules;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Knowledge Acquisition and Modeling, 2008. KAM '08. International Symposium on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-0-7695-3488-6
  • Type

    conf

  • DOI
    10.1109/KAM.2008.107
  • Filename
    4732823