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
  • [1] Suggestions on the CRM Implementation of Small and Medium-sized Enterprises Based on Data Mining
    Bian Zhigang
    Dong Huibo
    PROCEEDINGS OF THE 2011 EXCHANGE CONFERENCE - INTERNATIONAL MARKETING SCIENCE AND INFORMATION TECHNOLOGY, 2011, : 36 - 40
  • [2] The Information System and CRM in Small and Medium Enterprises in Region
    Rakos, Juraj
    Jencova, Sylvia
    MANAGEMENT 2010: KNOWLEDGE AND MANAGEMENT IN TIMES OF CRISIS AND ENSUING DEVELOPMENT, PTS I AND II, 2010, : 325 - 332
  • [3] CRM SYSTEM IN SMALL AND MEDIUM-SIZED ENTERPRISES
    Chromcakova, Adela
    12TH ANNUAL INTERNATIONAL BATA CONFERENCE FOR PH.D. STUDENTS AND YOUNG RESEARCHERS (DOKBAT), 2016, : 177 - 184
  • [4] The Research of Data Mining Analysis System for Small-Medium Enterprises Based on Agent
    Wang Lifeng
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 5490 - 5493
  • [5] Performance Based Segmentation of Small and Medium Enterprises: A Data Mining Approach
    Hanif, Aamer
    Manarvi, Irfan Anjum
    CIE: 2009 INTERNATIONAL CONFERENCE ON COMPUTERS AND INDUSTRIAL ENGINEERING, VOLS 1-3, 2009, : 1509 - +
  • [6] Design and Implementation of CRM Based on Data Mining
    Wang, Hui-ping
    Zhong, Ruo-wu
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 4463 - 4467
  • [7] An Application of Patent Strategy in Medium-Small Enterprises Product Innovation Process
    Zhan, Jiang-tao
    Yan, Jia
    19th International Conference on Industrial Engineering and Engineering Management: Management System Innovation, 2013, : 1633 - 1640
  • [8] CRM Measurement Indicator System of Logistics Enterprises for Data-mining
    Shao Yi-xing
    Wang Wei
    Wang Zhen-hua
    PROCEEDINGS OF 2010 INTERNATIONAL CONFERENCE ON LOGISTICS SYSTEMS AND INTELLIGENT MANAGEMENT, VOLS 1-3, 2010, : 1072 - +
  • [9] The research on international development of medium-small enterprises based on E-commerce environment
    Dong Yuhong
    Proceedings of the Eighth West Lake International Conference on SMB, 2006, : 908 - 912
  • [10] Automatic mining and processing dormancy data in the Database management system for small and medium enterprises
    Zeng Jianhua
    Xiao Zhengxing
    APPLIED SCIENCE, MATERIALS SCIENCE AND INFORMATION TECHNOLOGIES IN INDUSTRY, 2014, 513-517 : 1927 - 1930