On Supporting Interactive Association Rule Mining

We investigate ways to support interactive mining sessions, in the setting of association rule mining. In such sessions, users specify conditions (filters) on the associations to be generated. Our approach is a combination of the incorporation of filtering conditions inside the mining phase, and the filtering of already generated associations. We present several concrete algorithms and compare their performance