Emulating a Cooperative Behavior in a Generic Association Rule Visualization Tool

Traditional framework for mining association rules has pointed out the derivation of many redundant rules. In order to be reliable in a decision making process, such discovered rules have to be both concise and easily understandable for users, and/or an input to visualization tools. In this paper, we present a 3 graphical visualization prototype for handling generic bases of association rules. We discuss also the most adequate graphical visualization technique depending on the intrinsic structure of the generic bases of association rules. An interesting feature of the prototype is that it provides a "contextual" exploration of such rule set. Such additional displayed knowledge, based on the discovery of fuzzy metarules, enhances man-machine interaction by emulating a cooperative behavior.

• Type: Conference
• Year: 2004
• Where: CLA
• Authors: I. Nsir, Sadok Ben Yahia, Engelbert Mephu Nguifo
• Keywords: Association Rules, CLA 2004, CLA 2007, Generic Bases, Graphical Visualization