Improved Algorithm of Mining Association Rules in Nutrition Catering System of Diabetes

被引:0
|
作者
Zhu, Qing [1 ]
Zhang, Yundu [1 ]
机构
[1] Beijing Univ Technol, Sch Software Engn, Beijing, Peoples R China
关键词
Diabetes; Data Mining; Trace elements; Association Rules;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper introduces association rules mining in data mining, improves classical Apriori algorithm, and uses it into mining the relationship of trace elements of diabetes. The whole process includes: data collection, data preprocessing, data mining and result analysis. This paper introduces each above mentioned step, analyze the result in detail and effectively use mining results into nutrition catering system of diabetes in order to help people eat healthily and keep them far away from risks of diabetes.
引用
收藏
页码:768 / 772
页数:5
相关论文
共 50 条
  • [21] An improved algorithm for mining class association rules using the difference of Obidsets
    Nguyen, Loan T. T.
    Ngoc Thanh Nguyen
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (09) : 4361 - 4369
  • [22] Endocrine hormones association rules mining based on improved Apriori algorithm
    [J]. Wang, Y. (wangyuan@jmu.edu.cn), 1600, Advanced Institute of Convergence Information Technology (07):
  • [23] RESEARCH ON AN IMPROVED ASSOCIATION RULES DATA MINING ALGORITHM AND ITS APPLICATION
    Cheng Ping-guang
    Chen Yu
    Yi Xia
    [J]. PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING (ICACTE 2009), VOLS 1 AND 2, 2009, : 1211 - 1219
  • [24] An improved association rules mining method
    Liu, Xiaobing
    Zhai, Kun
    Pedrycz, Witold
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (01) : 1362 - 1374
  • [25] A Recursive Algorithm for Mining Association Rules
    Mokkadem A.
    Pelletier M.
    Raimbault L.
    [J]. SN Computer Science, 3 (5)
  • [26] A fast algorithm for mining association rules
    Liusheng Huang
    Huaping Chen
    Xun Wang
    Guoliang Chen
    [J]. Journal of Computer Science and Technology, 2000, 15 : 619 - 624
  • [27] A New Association Rules Mining Algorithm
    Lin, Zhang
    Zhang Jianli
    [J]. JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2015, 12 (09) : 2352 - 2355
  • [28] A Fast Algorithm for Mining Association Rules
    黄刘生
    陈华平
    王洵
    陈国良
    [J]. Journal of Computer Science & Technology, 2000, (06) : 619 - 624
  • [29] A fast algorithm for mining association rules
    Huang, LS
    Chen, HP
    Wang, X
    Chen, GL
    [J]. JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2000, 15 (06) : 619 - 624
  • [30] The Optimization Algorithm Of Association Rules Mining
    Liu, Zhenyu
    Song, Zhihui
    Yan, Ruiqing
    Zhang, Zeng
    [J]. INTERNATIONAL CONFERENCE MACHINERY, ELECTRONICS AND CONTROL SIMULATION, 2014, 614 : 405 - 408