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
Link To Document :
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