DocumentCode
1590661
Title
Improvement of Apriori algorithm for association rules
Author
Xiaohui, Li
Author_Institution
College of Computer Science and Technology, Changchun University, Jilin, China
fYear
2012
Firstpage
1
Lastpage
4
Abstract
Based on the analysis of principle and efficiency on Apriori algorithm, this paper points out its defects and presents an improved Apriori algorithm. The new algorithm can decrease the I/O operation of the process of mining by means of decreasing the times of database searching. It is shown by the experimental result that the improved algorithm is much more efficient than the traditional algorithm in being applied to mining association rule.
Keywords
Apriori algorithm; Association rule; Data mining; Frequent itemsets;
fLanguage
English
Publisher
ieee
Conference_Titel
World Automation Congress (WAC), 2012
Conference_Location
Puerto Vallarta, Mexico
ISSN
2154-4824
Print_ISBN
978-1-4673-4497-5
Type
conf
Filename
6321691
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