Precise Marketing Data Mining Method of E-Commerce Platform Based on Association Rules

被引:6
作者
Zhang, Hong-ni [1 ]
Dwivedi, Ashutosh Dhar [2 ]
机构
[1] Shandong Polytech, Jinan 250000, Peoples R China
[2] Copenhagen Business Sch, Ctr Business Data Analyt, Dept Digitalizat, DK-2000 Frederiksberg, Denmark
关键词
Association rules; E-commerce platform; Precision marketing; Data mining; SENSOR; CHINA;
D O I
10.1007/s11036-021-01886-3
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The current marketing data management method cannot analyze and mine the correlation between marketing data, which leads to the confusion of the attributes of marketing data mining results and the inability to realize efficient data scheduling. This paper introduces improved association rules into precision marketing data mining of e-commerce platform. Optimize the background hardware of the e-commerce platform, collect and analyze the multi-source data. Information fusion method is used to optimize association rules, and combined with distributed similarity, accurate mining of marketing data of e-commerce platform is completed. Experimental results show that the proposed method can realize precision marketing data mining and has high robustness.
引用
收藏
页码:2400 / 2408
页数:9
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    Ebrahimi, Mahmoud
    Karimi-Maleh, Hassan
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  • [3] A method to obtain the wind field characteristics of super-large aperture radio telescope site based on single-point wind tower and numerical simulation
    He, Fei-Long
    Xu, Qian
    Wang, Na
    Zhu, Chun-Hua
    [J]. RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2020, 20 (12)
  • [4] Legitimacy building and e-commerce platform development in China: The experience of Alibaba
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    [J]. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2019, 139 : 115 - 124
  • [5] Multisensor Fault Diagnosis Modeling Based on the Evidence Theory
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    Li, Yuyao
    Yin, Xuhong
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    [J]. IEEE TRANSACTIONS ON RELIABILITY, 2018, 67 (02) : 513 - 521
  • [6] A Novel Dynamic Spectrum Access Framework Based on Reinforcement Learning for Cognitive Radio Sensor Networks
    Lin, Yun
    Wang, Chao
    Wang, Jiaxing
    Dou, Zheng
    [J]. SENSORS, 2016, 16 (10)
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    Wang, Shuai
    Liu, Xinyu
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    Lv, Zhihan
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2021, 29 (01) : 90 - 102
  • [8] Reliability of response region: A novel mechanism in visual tracking by edge computing for IIoT environments
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    Guo, Chunli
    Al-Turjman, Fadi
    Muhammad, Khan
    de Albuquerque, Victor Hugo C.
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2020, 138
  • [9] Introduction of Key Problems in Long-Distance Learning and Training
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    Li, Zhaojun
    Zhang, Yudong
    Cheng, Xiaochun
    [J]. MOBILE NETWORKS & APPLICATIONS, 2019, 24 (01) : 1 - 4
  • [10] Data Monitoring Platform for Submarine Cable Tunnel Operation Based on Data Mining
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    [J]. JOURNAL OF COASTAL RESEARCH, 2019, : 960 - 968