Title :
Study and Implementation of Association Rule Algorithm in Data Mining
Author_Institution :
Sch. of Electron. & Comput. Sci. & Technol., North Univ. of China, Taiyuan, China
Abstract :
On the basis of in-depth study of the existing data mining algorithms, according to the disadvantages of them in relational databases, in this paper a new data mining algorithm based on association rules is presented. The algorithm can avoid redundant rules as far as possible, and the experimental results show that the performance of the algorithm can be obviously improved when compared with the existing algorithms.
Keywords :
data mining; relational databases; association rule algorithm; data mining algorithms; relational databases; Association rules; Computer science; Consumer electronics; Data mining; Humans; Information technology; Merchandise; Relational databases; Signal processing algorithms; Transaction databases;
Conference_Titel :
2009 International Conference on Signal Processing Systems
Conference_Location :
Singapore
Print_ISBN :
978-0-7695-3654-5
DOI :
10.1109/ICSPS.2009.212