The prediction and dynamic management of the customer relationship in E-commerce business

被引:0
|
作者
Duan Nannan [1 ]
Li Zhuoqun [1 ]
机构
[1] EastChina Jiaotong Univ, Sch Informat, Nanchang 330013, Peoples R China
关键词
customer relationship management; customer stage division; Markov Chains; SEGMENTATION;
D O I
暂无
中图分类号
F [经济];
学科分类号
02 ;
摘要
A new customer relationship phasing method is improved and innovated based on the traditional one-RFM. Meanwhile, Markov Chains is employed to set up a customer ralationship model in order to predict and manage the customer in the business. The model is demonstrated using real sales data of a E-commerce company.
引用
收藏
页码:68 / 73
页数:6
相关论文
共 50 条
  • [31] Customer Unification in E-Commerce
    Gorawski, Marcin
    Chroszcz, Aleksander
    Gorawska, Anna
    [J]. INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2013, 2013, 8206 : 142 - 152
  • [32] Developing Customer-Seller Intimacy Relationship in E-Commerce Business using 3-E Framework
    Gupta, Dushyant
    Patil, Kanchan
    [J]. 2020 61ST INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATION TECHNOLOGY AND MANAGEMENT SCIENCE OF RIGA TECHNICAL UNIVERSITY (ITMS), 2020,
  • [33] Customer gender prediction system on hierarchical E-commerce data
    Mohammad Masud Khan
    Mohammad Golam Sohrab
    Mohammad Abu Yousuf
    [J]. Beni-Suef University Journal of Basic and Applied Sciences, 9
  • [34] BEHAVIOR-BASED CUSTOMER DEMOGRAPHY PREDICTION IN E-COMMERCE
    Urbancokova, Veronika
    Kompan, Michal
    Trebulova, Zuzana
    Bielikova, Maria
    [J]. JOURNAL OF ELECTRONIC COMMERCE RESEARCH, 2020, 21 (02): : 96 - 112
  • [35] XGBoost-Based E-Commerce Customer Loss Prediction
    Gan, Lin
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [36] Customer gender prediction system on hierarchical E-commerce data
    Khan, Mohammad Masud
    Sohrab, Mohammad Golam
    Abu Yousuf, Mohammad
    [J]. BENI-SUEF UNIVERSITY JOURNAL OF BASIC AND APPLIED SCIENCES, 2020, 9 (01)
  • [37] Positioning In a New Dynamic E-commerce Business Model
    Chang Ya-ping
    Yan Jun
    [J]. 2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 3592 - 3595
  • [38] Succeeding in risk management of dynamic E-commerce
    Jing, Ranzhe
    Yu, Jianwei
    [J]. PROCEEDING OF THE SEVENTH INTERNATIONAL CONFERENCE ON INFORMATION AND MANAGEMENT SCIENCES, 2008, 7 : 133 - 135
  • [39] Study on Data Mining Based Customer Management in E-commerce
    Zheng Qi
    [J]. MECHATRONICS AND INDUSTRIAL INFORMATICS, PTS 1-4, 2013, 321-324 : 3026 - 3029
  • [40] Customer-Specific Transaction Risk Management in E-Commerce
    Ruch, Markus
    Sackmann, Stefan
    [J]. VALUE CREATION IN E-BUSINESS MANAGEMENT, 2009, 36 : 68 - 79