Performance Enhancement of Association Rule Mining Based Apriori Algorithm

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Provided by: International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Topic: Data Management
Format: PDF
In the past decade, a significant amount of research was devoted to develop to analyze volumes of data mechanically in an efficient and effective way so that the users don't have to look through that massive amount of data manually for generating various association rules among them. Apriori algorithm is the most famous and commonly used data mining algorithm. In this manuscript an attempt has been made by proposing an improvement of the performance of the apriori algorithm in such a way that when the authors will implement on a large records, it will lead to less time consuming and fast implementation for generating frequent itemsets.
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