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The Research of An Improved Lgorithm for Mining Association Rules Based on Apriori Algorithm

Dan Li

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Abstract

In this paper,after study and analysis of the principle and efficiency of Apriori algorithm,the authors think that the Apriori algorithm exists some disadvantages.According to these disadvantages,corresponding optimization strategies are put forward to optimize the apriori algorithm,and receives an improved Apriori algorithm with higher efficiency than the original one.

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What this paper is about

In this paper,after study and analysis of the principle and efficiency of Apriori algorithm,the authors think that the Apriori algorithm exists some disadvantages.According to these disadvantages,corresponding optimization strategies are put forward to optimize the apriori algorithm,and receives an improved Apriori algorithm with higher efficiency than the original one.

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Available abstract

In this paper,after study and analysis of the principle and efficiency of Apriori algorithm,the authors think that the Apriori algorithm exists some disadvantages.According to these disadvantages,corresponding optimization strategies are put forward to optimize the apriori algorithm,and receives an improved Apriori algorithm with higher efficiency than the original one.

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

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