Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach
|Publisher:||Stern School of Business, New York University|
|Abstract:||An approach to defining actionability as a measure of interestingness of patterns is proposed. This approach is based on the concept of an action hierarchy which is defined as a tree of actions with patterns and pattern templates (data mining queries) assigned to its nodes. A method for discovering actionable patterns is presented and various techniques for optimizing the discovery process are proposed.|
|Appears in Collections:||IOMS: Information Systems Working Papers|
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