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Research and Simulation of Data Mining Method Based on the Association Rules Algorithm

Authors :
Xiao Dong Xie
Jin Ping Zou
Source :
Applied Mechanics and Materials. :2185-2188
Publication Year :
2014
Publisher :
Trans Tech Publications, Ltd., 2014.

Abstract

the accurate data mining problem is studied in this paper. With the increasing of data attributes, degree of complexity of the data storage is also increased, resulting in that in data mining process, the complexity of computation is too high, reducing the convergence of the data mining method, thereby reducing the efficiency of data mining. To this end, this paper presents a data mining method based on association rules algorithm. The data is made simplified processing, to obtain the association rules between data which provides the basis for data mining. According to the association rules between the data, the data in line with the minimum support degree is calculated, to achieve accurate data mining. Experimental results show that the proposed algorithm for data mining, can improve mining efficiency, and achieve the desired results.

Details

ISSN :
16627482
Database :
OpenAIRE
Journal :
Applied Mechanics and Materials
Accession number :
edsair.doi...........573d9b8adcb7edcca23852f4dade963d