• DocumentCode
    2417678
  • Title

    Association rules and non-classical logics

  • Author

    Murai, Tetsuya ; Nakata, Michinori ; Sato, Yoshiharu

  • Author_Institution
    Hokkaido Univ., Sapporo, Japan
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    1158
  • Lastpage
    1163
  • Abstract
    Implication of association rules is compared with material implication and conditional in standard conditional models for conditional logic. Then, association rules are shown to be translated into probability-based graded conditionals. Further cooccurrence as the basis for confidence of association rates is examined and then evidence-based confidence is newly introduced.
  • Keywords
    case-based reasoning; data mining; formal logic; knowledge based systems; Dempster-Shafer theory; association rules; conditional logic; data mining; evidence-based confidence; evidence-theory; Association rules; Data mining; Itemsets; Logic; Transaction databases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Software and Applications Conference, 2002. COMPSAC 2002. Proceedings. 26th Annual International
  • ISSN
    0730-3157
  • Print_ISBN
    0-7695-1727-7
  • Type

    conf

  • DOI
    10.1109/CMPSAC.2002.1045168
  • Filename
    1045168
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2417678