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 co-occurrence as the basis for confidence of association rules is examined and then evidence-based confidence is newly introduced.
Citation:
Tetsuya Murai, Michinori Nakata, Yoshiharu Sato, "Association Rules and Non-Classical Logics," compsac, pp.1158, 26th Annual International Computer Software and Applications Conference, 2002