Open Access
ARTICLE
Design of the Sports Training Decision Support System Based on the Improved Association Rule, the Apriori Algorithm
Xinbao Wang*, Dawu Huang, Xuemin Zhao
Department of Physical Education, Jiang Xi Normal University, China, Nanchang 330022
Address: No.99 Ziyang Avenue, Nanchang City, Jiangxi Province
* Corresponding Author: Xinbao Wang, .
Intelligent Automation & Soft Computing 2020, 26(4), 755-763. https://doi.org/10.32604/iasc.2020.010110
Abstract
In order to improve the judgment decision ability of the sports training effect, a
design method of the sports training decision support system based on the
improved association rule, the Apriori algorithm is proposed, and a phase space
model of the sports training decision support data association rule distribution is
constructed. The association rule mining method is used to support the data
mining model of sports training, and the decision judgment of the sports
training effect is carried out in the mixed cloud computing environment. The
fuzzy information fusion and the data structure feature reorganization method
is adopted, and the adaptive scheduling and information fusion of the sports
training decision support data are realized. The judgment ability of the sports
training decision support has improved, and the algorithm design of the sports
training decision support system is carried out by using the association rule, the
Apriori algorithm. The adaptive resource scheduling and feature recombination
are used to improve the Apriori algorithm of the association rules. According to
the results of the Apriori feature extraction of the association rules, the decision
of the sports training is judged. The simulation results show that this method is
used to design the sports training decision support system, which has a good
mining performance and strong decision judgment ability for the sports training
decision support vector set, and it has a good effect on the sports training
decision making.
Keywords
Cite This Article
X. Wang, D. Huang and X. Zhao, "Design of the sports training decision support system based on the improved association rule, the apriori algorithm,"
Intelligent Automation & Soft Computing, vol. 26, no.4, pp. 755–763, 2020. https://doi.org/10.32604/iasc.2020.010110
Citations