Title :
Association rules and non-classical logics
Author :
Murai, Tetsuya ; Nakata, Michinori ; Sato, Yoshiharu
Author_Institution :
Hokkaido Univ., Sapporo, Japan
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;
Conference_Titel :
Computer Software and Applications Conference, 2002. COMPSAC 2002. Proceedings. 26th Annual International
Print_ISBN :
0-7695-1727-7
DOI :
10.1109/CMPSAC.2002.1045168
