Research on the Application of Data Mining in the Field of Electronic Commerce

被引:1
|
作者
Song, Xia [1 ]
Huang, Fang [1 ]
机构
[1] Shandong Agr Engn Inst, Jinan, Shandong, Peoples R China
来源
FUZZY SYSTEMS AND DATA MINING II | 2016年 / 293卷
关键词
E-Commerce; big data; data mining; case;
D O I
10.3233/978-1-61499-722-1-65
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
E-Commerce is a business mode based on internet and information technology. Data mining techniques are widely used in E-Commerce for digging out patterns and retrieving information from large scale noisy datasets. The booming of E-Commerce enables businesses to collect large amount of data which could be analyzed for enhancing revenues. The abundant data collected online is the foundation of big data analysis. How to employ data mining models on strategizing and making business decisions is an important topic in recent years. This paper talks about data mining and its application in E-Commerce. The application of data mining in electronic commerce developed based on data mining technology of electronic commerce system to strengthen the ability of business information analysis, it is concluded that the intrinsic relationship between data and extract the useful information, to provide the expected information of the electronic commerce for the business management personnel, to ensure the effective operation of the electronic commerce. Data mining techniques could be used for automated data analysis, pattern identification, information retrieving, business strategizing as well as providing personalized services.
引用
收藏
页码:65 / 70
页数:6
相关论文
共 50 条
  • [1] Application of data mining in electronic commerce
    Ling, CF
    ORIENT ACADEMIC FORUM SPECIAL, 2004, : 313 - 318
  • [2] Application of Data Mining in Electronic Commerce
    Tang, Hewen
    Yan, Honglin
    Yang, Zengfang
    Ma, Yu
    Li, Chunping
    2009 WASE INTERNATIONAL CONFERENCE ON INFORMATION ENGINEERING, ICIE 2009, VOL I, 2009, : 631 - 634
  • [3] The Application of Data Mining in Electronic Commerce
    Chen, Ying
    PROCEEDINGS OF THE 7TH INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND MECHANICAL ENGINEERING (EMIM 2017), 2017, 76 : 1017 - 1020
  • [4] Research on Applications of Data Mining in Electronic Commerce
    Yang, Xiuping
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON EDUCATION TECHNOLOGY, MANAGEMENT AND HUMANITIES SCIENCE (ETMHS 2015), 2015, 27 : 1370 - 1374
  • [5] APPLICATION OF WEB DATA MINING IN ELECTRONIC COMMERCE
    Ge, Zhou
    FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING (ICACTE 2012), 2012, : 647 - 653
  • [6] Research on Data Mining and Electronic Commerce Information Push Application Based on PMML
    Wang, Peipei
    Jiang, Jiulei
    2016 4TH INTL CONF ON APPLIED COMPUTING AND INFORMATION TECHNOLOGY/3RD INTL CONF ON COMPUTATIONAL SCIENCE/INTELLIGENCE AND APPLIED INFORMATICS/1ST INTL CONF ON BIG DATA, CLOUD COMPUTING, DATA SCIENCE & ENGINEERING (ACIT-CSII-BCD), 2016, : 426 - 430
  • [7] Application and research of web usage mining on electronic commerce
    School of Computer Science and Engineering, Xi'an University of Technology, Xi'an 710048, China
    Jisuanji Gongcheng, 2006, 7 (58-60):
  • [8] Data Mining Technology and Its Application In Electronic Commerce
    Liu Xinying
    Wang Peizhi
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 9365 - 9369
  • [9] Data mining in electronic commerce
    Banks, David L.
    Said, Yasmin H.
    STATISTICAL SCIENCE, 2006, 21 (02) : 234 - 246
  • [10] Data Mining in Electronic Commerce
    Zhang, Jiantong
    Qiu, Yue
    2010 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING (MSE 2010), VOL 3, 2010, : 273 - 276