Interactive Constrained Association Rule Mining

Details Interactive Constrained Association Rule Mining Interactive Constrained Association Rule Mining

2001-12-10

arxiv.org/abs/cs/0112011v2

Computer Science

Databases

A preliminary report on this work was presented at the Second International Conference on Knowledge Discovery and Data Mining

Scientific paper

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

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