Abstract
At present, with the development of computer technology, more and more data mining technology is introduced into the education of Physical Education Students. Based on the Apriori algorithm, this paper studies the data mining of education technical ability training for students of physical education major. In this paper, we can dig out the rules that we are really interested in by introducing the lift_measure interest measurement. Meanwhile, aiming at the characteristics of mutual exclusion in data mining, it improves the shortcomings of classical Apriori algorithm, and improves the efficiency of mining frequent itemsets by Apriori algorithm. The improved AD-apriori algorithm can reduce the time complexity and space complexity of the mining process.
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References
Wang, M., Chen, L., Huang, Y., et al.: The application characteristics of traditional Chinese medical science treatment on vertigo based on data mining Apriori algorithm. Int. J. Wireless Mobile Comput. 9(4), 349–354 (2015)
Wu, M., Sakai, H.: On parallelization of the NIS-apriori algorithm for data mining. Procedia Comput. Sci. 60(1), 623–631 (2015)
Ye, Y.Y.: ). Research and application of Apriori Algorithm for mining association rules. Adv. Mater. Res. 1079–1080, 737–742 (2015)
Sethi, K.K., Ramesh, D.: HFIM: a spark-based hybrid frequent itemset mining algorithm for big data processing. J. Supercomput. 73, 1–17 (2017)
Guo, Y., Wang, M., Li, X.: Application of an improved Apriori algorithm in a mobile e-commerce recommendation system. Ind. Manag. Data Syst. 117(2), 287–303 (2017)
Rahman, A., Das, S.: Data mining for student’s trends analysis using Apriori algorithm. Int. J. Control Theory Appl. 10(18), 107–115 (2017)
Jia, K., Li, H., Yuan, Y.: Application of data mining in mobile health system based on Apriori algorithm. Beijing Gongye Daxue Xuebao 43(3), 394–401 (2017)
Wang, M., Zhang, L., Zhang, Z., et al.: The application characteristics of traditional Chinese medical science treatment on headache based on data-mining Apriori algorithm. In: International Conference on Bioinformatics and Biomedicine, pp. 349–354 (2015)
Song, B., Yang, Y.L., Feng, Y.X.: Condition analysis and prediction of cardiopulmonary occupational diseases based on Apriori algorithm of association rules. Chin. Digit. Med. 1(12), 33–42 (2017)
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Zhu, S. Research on data mining of education technical ability training for physical education students based on Apriori algorithm. Cluster Comput 22 (Suppl 6), 14811–14818 (2019). https://doi.org/10.1007/s10586-018-2420-8
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DOI: https://doi.org/10.1007/s10586-018-2420-8