Interactive Constrained Association Rule Mining

Preprint

5 February 2003

preprint
Published by arXiv in arXiv

https://doi.org/10.48550/arXiv.cs/0112011

Abstract

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.

Keywords

INTERACTIVE CONSTRAINED
ASSOCIATION RULE MINING
CONSTRAINED ASSOCIATION
GENERATED ASSOCIATIONS
INVESTIGATE WAYS
RULE MINING
ALGORITHMS
CONCRETE

All Related Versions

Version 1, 2001-12-10, ArXiv
Version 2, 2003-02-05, ArXiv

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