The Design and Implement of CRM Data Mining System for Medium-small enterprises Based on Weka

被引:1
|
作者
Yan, Shen [1 ]
Lin, Song Shun [1 ]
Wei, Li Shou [2 ]
机构
[1] Jiangsu Univ, Dept Comp Sci & Commun Engn, Zhenjiang 212013, Peoples R China
[2] Jiangsu Univ, Dept Informat Management & Informat Syst, Zhenjiang 212013, Peoples R China
关键词
CRM; data mining; medium-small enterprise; association analysis; decision tree;
D O I
10.1109/IFITA.2009.81
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
As modern business, the competition between each other is very furious. For every medium-small enterprise, it must raise its core competition if it wants to survive in the furious competition environment of the market. Therefore the medium-small enterprise should change management model from product-centric to customer-centric. Today, a CRM system is always constructed in the enterprise, which can support to management customers. Through the research of the import role of data mining in CRM and the method which can be used in data mining for the CRM and the features of medium-small enterprise, a feasible CRM system is presented in this paper, which is based on weka. According to the ideas, a prototype is implemented and some tests of mining research are done to prove the thoughts that the technology of data mining can support the enterprise to make the efficient sales strategy.
引用
收藏
页码:596 / +
页数:2
相关论文
共 50 条
  • [41] A FRAMEWORK OF ANALYTICAL CRM BASED ON DATA MINING
    Sun, Jinhua
    Xie, Yanqi
    INTERNATIONAL SYMPOSIUM ON COMPUTER SCIENCE & TECHNOLOGY, PROCEEDINGS, 2009, : 606 - 609
  • [42] How to improve the independence innovation capacity in medium-small enterprises? Taking the case of Henan Province as an example
    School of Management and Economic, North China University of Water Resources and Electric Power, Zhengzhou, 450046, China
    J. Appl. Sci., 2013, 17 (3426-3430):
  • [43] The CRM of commerce bank based on data mining
    Wang, XP
    Li, H
    PROCEEDINGS OF 2002 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING, VOLS I AND II, 2002, : 1761 - 1764
  • [44] A data mining application in credit scoring processes of small and medium enterprises commercial corporate customers
    Gulsoy, Nihan
    Kulluk, Sinem
    WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY, 2019, 9 (03)
  • [45] Research on the Information Collection and Data Mining of Small and Micro Enterprises Based on Big Data
    Chai, Shou Li
    FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY V, 2015, : 770 - 775
  • [46] Analytical Visualizations for Decision-Making in Small and Medium Sized Enterprises through Data Mining
    Norena Cardona, Paola Andrea
    Quiceno Brand, Gustavo Adolfo
    Uribe Marin, Luis Armando
    CUADERNO ACTIVA, 2016, (08): : 31 - 39
  • [47] Big Data Implementation for Small and Medium Enterprises
    Noonpakdee, Wasinee
    Phothichai, Acharaphun
    Khunkornsiri, Thitiporn
    2018 27TH WIRELESS AND OPTICAL COMMUNICATION CONFERENCE (WOCC), 2018, : 106 - 110
  • [48] Design and Research of Dynamic Developing Database Data Statistics System of the Micro, Small and Medium-Sized Enterprises
    Zhu Jianfeng
    Zhang Chuangang
    Tong Xuefang
    STRATEGY IN EMERGING MARKETS: MANAGEMENT, FINANCE AND SUSTAINABLE DEVELOPMENT, 2014, : 47 - 54
  • [49] SUSTAINABILITY IN SMALL-MEDIUM-ARTISANAL MINING ENTERPRISES IN BRAZIL
    Alves, Wellington
    Ferreira, Paula
    Araujo, Madalena
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON PROJECT EVALUATION (ICOPEV 2016), 2016, : 87 - 94
  • [50] Study of the wireless/wire integration CRM Gateway for the effective application of Event CRM for small and medium sized enterprises
    Yang, Seungjeong
    Rhee, Jongtae
    COMPUTERS & INDUSTRIAL ENGINEERING, 2009, 57 (02) : 571 - 579