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2007•Journal of Changchun University of Science and TechnologyRequires access

A New Improved Apriori Algorithm

Du Yue

Open publisher page 2 citations

Abstract

Apriori algorithm is a classical algorithm of boolean association rule mining.However,data mining must consider the problem of discovering association rules between items in a large database of sales transactions.In most cases,it produces a great deal of candidates.We present a new algorithm for improving the efficiency of apriori algorithm.

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What this paper is about

Apriori algorithm is a classical algorithm of boolean association rule mining.However,data mining must consider the problem of discovering association rules between items in a large database of sales transactions.In most cases,it produces a great deal of candidates.We present a new algorithm for improving the efficiency of apriori algorithm.

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OpenAlex reports 2 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

Apriori algorithm is a classical algorithm of boolean association rule mining.However,data mining must consider the problem of discovering association rules between items in a large database of sales transactions.In most cases,it produces a great deal of candidates.We present a new algorithm for improving the efficiency of apriori algorithm.

Key concepts: Apriori algorithm, Association rule learning, Data mining, GSP Algorithm, Computer science, A priori and a posteriori, Association (psychology), Algorithm

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