Rough Set Application in Customer Classification

被引:1
|
作者
Li Ju [1 ]
Xu Wenbin [1 ]
Tu Weiyuan [1 ]
Wang Xing [2 ]
Zhang Wei [1 ]
Wen Jie [1 ]
机构
[1] Chang Shu Inst Technol, Sch Comp Sci & Engn, Changshu, Jiangsu, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Coll Atmosph Sci, Nanjing, Jiangsu, Peoples R China
关键词
Rough set; Customer Relationship Management; Attribute reduction;
D O I
10.4028/www.scientific.net/AMR.267.46
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Based on the study of customer relationship management. First, we got the data from the database, transformed the corresponding decision table, then got the data in decision-making table for further simplification, generated the final decision rules. and got good results, experimental results showed that the method provided some practical value.
引用
收藏
页码:46 / 49
页数:4
相关论文
共 50 条
  • [21] The Application and Approach of Rough Set in B2c Retailing Store Customer Loyalty Assessment
    Chen Shaojun
    Han Jing
    2011 INTERNATIONAL CONFERENCE ON ECONOMIC, EDUCATION AND MANAGEMENT (ICEEM2011), VOL I, 2011, : 82 - 84
  • [22] The Data Mining Model of Customer Value Based on Rough Set
    Zhong, Jiaming
    Li, Dingfang
    ADVANCES IN BUSINESS INTELLIGENCE AND FINANCIAL ENGINEERING, 2008, 5 : 742 - +
  • [23] The Development of Customer Relationship Management System Based on Rough Set
    Qi, Lilei
    Zhang, Songjuan
    EMERGING RESEARCH IN ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, 2012, 315 : 328 - 333
  • [24] An application of the logic of explanatory power in rough set analysis: Implications for the classification of decision rules
    Odoemena, Anthony T.
    International Journal of Data Science, 2019, 4 (02) : 85 - 100
  • [25] Rough Set Based Approach to Text Classification
    Zhang, Libiao
    Li, Yuefeng
    Sun, Chao
    Nadee, Wanvimol
    2013 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCE ON WEB INTELLIGENCE AND INTELLIGENT AGENT TECHNOLOGY - WORKSHOPS (WI-IAT), VOL 3, 2013, : 245 - 252
  • [26] Web document classification based on rough set
    Duan, Qiguo
    Miao, Duoqian
    Chen, Min
    ROUGH SETS, FUZZY SETS, DATA MINING AND GRANULAR COMPUTING, PROCEEDINGS, 2007, 4482 : 240 - +
  • [27] Intrusion detection using rough set classification
    张连华
    张冠华
    郁郎
    张洁
    白英彩
    Journal of Zhejiang University Science, 2004, (09) : 70 - 80
  • [28] A rough set based hybrid approach for classification
    Hussein, Ahmed Saad
    Li, Tianrui
    Jaber, Noora Sabah
    Yohannese, Chubato Wondaferaw
    DATA SCIENCE AND KNOWLEDGE ENGINEERING FOR SENSING DECISION SUPPORT, 2018, 11 : 683 - 690
  • [29] Rough set theory of pattern classification in the brain
    Przybyszewski, Andrzej W.
    PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, 2007, 4815 : 295 - 303
  • [30] Rough Set Theory for Arabic Sentiment Classification
    Al-Radaideh, Qasem A.
    Twaiq, Laila M.
    2014 INTERNATIONAL CONFERENCE ON FUTURE INTERNET OF THINGS AND CLOUD (FICLOUD), 2014, : 559 - 564