DM Data Mining Based on Improved Apriori Algorithm

被引:0
|
作者
Wang, Yongping [1 ]
Jin, Yanfeng [1 ]
Li, Ying [1 ]
Geng, Keming [1 ]
机构
[1] Shi Jiazhuang Post & Telecommun Tech Coll, Shijiazhuang 050021, Peoples R China
关键词
data mining; association rules; apriori algorithms; support degree;
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
Association rules are the key technology in data mining; it has a very broad applying foreground in many industries. An improved association rules algorithms based on Apriori was proposed in this paper. And it will be used in direct mail data mining. By analyzing the normative database of users' sets, we can get item set which satisfy the minimal support degree, and form the rule set. We can get more accurate DM data mining results than other methods by testing the post DM database. Experiments indicate the validity of the method.
引用
收藏
页码:354 / 363
页数:10
相关论文
共 50 条
  • [41] An Apriori-Based Algorithm for Mining Frequent Substructures from Graph Data
    Inokuchi, Akihiro
    Washio, Takashi
    Motoda, Hiroshi
    LECTURE NOTES IN COMPUTER SCIENCE <D>, 2000, 1910 : 13 - 23
  • [42] An apriori-based algorithm for mining frequent substructures from graph data
    I.S.I.R, Osaka University, 8-1, Mihogaoka, Ibarakishi, Osaka
    567-0047, Japan
    不详
    Kanagawa
    242-8502, Japan
    Lect. Notes Comput. Sci., (13-23):
  • [43] An Improved Apriori Algorithm Applied to Mining Ancient Chinese Poems
    Li, Biwei
    Ji, Qing
    Mi, Zhenqiang
    Yang, Yang
    Guo, Yu
    2018 INTERNATIONAL CONFERENCE ON COMPUTER, INFORMATION AND TELECOMMUNICATION SYSTEMS (IEEE CITS 2018), 2018, : 197 - 201
  • [44] An Improved Apriori Algorithm for Association Rule Mining in Employability Analysis
    Peng, Fang
    Sun, Yuhui
    Chen, Zigen
    Gao, Jing
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2023, 30 (05): : 1435 - 1442
  • [45] Frequent Itemset Mining using Improved Apriori Algorithm with MapReduce
    Tribhuvan, Seema A.
    Gavai, Nitin R.
    Vasgi, Bharti P.
    2017 INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATION, CONTROL AND AUTOMATION (ICCUBEA), 2017,
  • [46] Data Mining and Simulation Analysis of Aircraft Control System Based on Apriori Algorithm
    Xu Qian
    Yang Kai
    Ban Ya
    Lu Kunfeng
    Zhao Yao
    Gong Qinghai
    2018 IEEE CSAA GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2018,
  • [47] Improved Apriori Algorithm for Mining Association Rules of Many Diseases
    Liang, Xu
    Xue, Caixia
    Huang, Ming
    COMPUTATIONAL INTELLIGENCE AND INTELLIGENT SYSTEMS, 2010, 107 : 272 - 279
  • [48] Privacy Preserving Data Mining Using Association Rule Based on Apriori Algorithm
    Rehman, Shabnum
    Sharma, Anil
    ADVANCED INFORMATICS FOR COMPUTING RESEARCH, ICAICR 2017, 2017, 712 : 218 - 226
  • [49] Application of improved time series Apriori algorithm by frequent itemsets in association rule data mining based on temporal constraint
    Wang, Chunxia
    Zheng, Xiaoyue
    EVOLUTIONARY INTELLIGENCE, 2020, 13 (01) : 39 - 49
  • [50] Application of improved time series Apriori algorithm by frequent itemsets in association rule data mining based on temporal constraint
    Chunxia Wang
    Xiaoyue Zheng
    Evolutionary Intelligence, 2020, 13 : 39 - 49