alexa The Novel Approach based on Improving Apriori Algorithm and Frequent Pattern Algorithm for Mining Association Rule
ISSN ONLINE(2320-9801) PRINT (2320-9798)

International Journal of Innovative Research in Computer and Communication Engineering
Open Access

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Research Article

The Novel Approach based on Improving Apriori Algorithm and Frequent Pattern Algorithm for Mining Association Rule

Mohammad Shahnawaz Nasir1, Dr. R B S Yadav2
  1. Research Scholar, Department of Mathematics, Magadh University, Bodh-Gaya, India
  2. Professor and Head, Department of Mathematics, Magadh University, Bodh-Gaya, India
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Abstract

The effectiveness of mining association rules is a significant field of Knowledge Discovery in Databases (KDD). The Apriori algorithm is a classical algorithm in mining association rules. This paper presents an improved method for Apriori and Frequent Pattern algorithms to increase the efficiency of generating association rules. This algorithm adopts a new method to decrease the redundant generation of sub-itemsets during pruning the candidate itemsets, which can form directly the set of frequent itemset and remove candidates having a subset that is not frequent in the meantime. This algorithm can raise the probability of obtaining information in scanning database and reduce the potential scale of itemsets

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