A Framework for Synthesizing Arbitrary Boolean Queries Induced by Frequent Itemsets

A Framework for Synthesizing Arbitrary Boolean Queries Induced by Frequent Itemsets

Animesh Adhikari (Department of Computer Science, S. P. Chowgule College, Margao, Goa, India)
Copyright: © 2013 |Pages: 20
DOI: 10.4018/ijkbo.2013040104
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Abstract

Frequent itemsets determine the major characteristics of a transactional database. It is important to mine arbitrary Boolean queries induced by frequent itemsets. In this paper, the author proposes a simple and elegant framework for synthesizing arbitrary Boolean queries using conditional patterns in a database. Both real and synthetic databases were used to evaluate the experimental results. The author presents an algorithm for mining a set of specific itemsets in a database and a model of synthesizing a query in a database. Finally, the author discusses an application of the proposed framework for reducing query processing time.

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