An intelligent middleware for linear correlation discovery

An intelligent middleware for linear correlation discovery

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Article ID: iaor20031263
Country: Netherlands
Volume: 32
Issue: 4
Start Page Number: 313
End Page Number: 326
Publication Date: Mar 2002
Journal: Decision Support Systems
Authors: , ,
Keywords: datamining
Abstract:

Although it is widely accepted that research from data mining, knowledge discovery, and data warehousing should be synthesized, little research addresses the integration of existing data management and analysis software. We develop an intelligent middleware that facilitates linear correlation discovery, the discovery of associations between attributes and attribute groups. This middleware integrates data management and data analysis tools to improve traditional data analysis in three perspectives: (1) identify appropriate linear correlation functions to perform based on the semantics of a data set; (2) execute appropriate functions contained in the data analysis packages; and (3) derive useful knowledge from data analysis.

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