Discovery of Actionable Patterns in Databases: the Action Hierarchy Approach
5 Pages Posted: 13 Oct 2008
Date Written: 1997
Abstract
An approach to defining actionability as a measure ofinterestingness of patterns is proposed. This approachis based on the concept of an action hierarchy whichis defined as a tree of actions with patterns and patterntemplates (data mining queries) assigned to itsnodes. A method for discovering actionable patternsis presented and various techniques for optimizing thediscovery process are proposed.
Suggested Citation: Suggested Citation
Adomavicius, Gediminas and Tuzhilin, Alexander, Discovery of Actionable Patterns in Databases: the Action Hierarchy Approach (1997). NYU Working Paper No. 2451/14174, Available at SSRN: https://ssrn.com/abstract=1283016
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