A Generalized Association Rule Mining Framework for Pattern Discovery

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Provided by: Creative Commons
Topic: Data Management
Format: PDF
The strength of data mining is association rule mining techniques which describe the associations among items in a database and are useful to identify domain knowledge hidden in large volume of data efficiently. It is difficult to discovery association rules without providing support and confidence framework where a minimum support must be supplied to start the discovery process. In this paper, the authors propose a novel framework; in this associations are discovered based on logical implications. The principle of the approach considers that an association rule should only be reported when there is enough logical evidence in the data.
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