Research on Credit Evaluation Model and Algorithm for B2B e-Commerce

被引：2
|
作者：
Piao, Chunhui [1 ]
Zhang, Changyou [2 ]
Han, Xufang [2 ]
An, Jing [3 ]
机构：
[1] Renmin Univ China, Sch Informat, Beijing 100872, Peoples R China
[2] Sch Comp & Informat Engn, Shijiazhuang Railway Inst, Shijiazhuang 050043, Peoples R China
[3] Shijiazhuang Vocat Technol Inst, Comp Engn Dept, Shijiazhuang 050043, Peoples R China
来源：
PROCEEDINGS OF THE ICEBE 2008: IEEE INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING | 2008年
关键词：
enterprise credit; B2B e-commerce; credit evaluation model; credit evaluation algorithm; BP network;
D O I：
10.1109/ICEBE.2008.87
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
Credit has been considered as one of the most important problems in e-commerce. There is less research on B2B e-commerce credit evaluation model and algorithm than C2C or B2C. A new enterprise credit evaluation model and algorithm for B2B e-commerce based on intermediate website is proposed It is assumed that an enterprise's credit in the B2B e-commerce environment is composed of basic credit and transaction credit, and detailed transaction data are available and can be accessed for credit evaluation purpose. According to the BP neural network principles, the models with 3 layers are established to evaluate quantitative-indicators-based credit. Compared with basic credit, an enterprise's transaction credit is more practical for its potential trading partners on intermediate B2B website. Experimental results demonstrate the effectiveness of the new credit evaluation model and algorithm.
引用
收藏
页码：606 / +
页数：2
相关论文
共 50 条
  • [1] Analysis and research of credit evaluation system for B2B e-commerce platform
    Zhuang Yu-feng
    Zhang Yan
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON LOGISTICS, ENGINEERING, MANAGEMENT AND COMPUTER SCIENCE, 2014, 101 : 1051 - 1054
  • [2] Research on investment and benefit of E-Commerce Model B2B
    Shao, PJ
    Huang, YX
    Wan, J
    Yang, J
    Zhang, YY
    [J]. THIRD INTERNATIONAL CONFERENCE ON ELECTRONIC COMMERCE ENGINEERING: DIGITAL ENTERPRISES AND NONTRADITIONAL INDUSTRIALIZATION, 2003, : 790 - 794
  • [3] Empirical Study of B2B E-commerce Credit Mode
    Yuan Yuqing
    Kuang Xiangling
    Ling Lijun
    [J]. PROCEEDINGS OF 2016 CHINA MARKETING INTERNATIONAL CONFERENCE: MARKETING THEORY AND PRACTICE IN MOBILE INTERNET, 2016, : 383 - 384
  • [4] B2B e-commerce
    Greitzer, B
    [J]. INTECH, 2000, 47 (06) : 16 - 16
  • [5] Research on Architecture for B2B E-commerce Platform
    Wang, Lijun
    Zhang, Linchuang
    [J]. PROCEEDINGS OF THE 2017 3RD INTERNATIONAL CONFERENCE ON ECONOMICS, SOCIAL SCIENCE, ARTS, EDUCATION AND MANAGEMENT ENGINEERING (ESSAEME 2017), 2017, 119 : 2116 - 2120
  • [6] Research and Implementation of B2B E-commerce System
    Qi Ligen
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, COMPUTER AND SOCIETY, 2016, 37 : 1773 - 1775
  • [7] Research and Design on B2B E-Commerce Supply
    Tan, Hui
    Zhang, Hong-Bo
    [J]. 2011 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTATION AND INDUSTRIAL APPLICATION (ICIA2011), VOL II, 2011, : 518 - 521
  • [8] INTEGRATION AND INTEROPERABILITY OF B2B E-COMMERCE MODEL
    Chong, Woon Kian
    Zhang, Nan
    Man, Ka Lok
    [J]. IAENG TRANSACTIONS ON ENGINEERING TECHNOLOGIES, VOL 7, 2012, : 347 - 359
  • [9] Research on management and business for B2B e-Commerce implementation
    Luo, YT
    Zheng, X
    [J]. PROCEEDINGS OF THE 2001 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE AND ENGINEERING, VOLS I AND II, 2001, : 348 - 351
  • [10] 3D B2B e-commerce model
    Yu, XG
    [J]. PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1 AND 2: INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT IN THE GLOBAL ECONOMY, 2005, : 1104 - 1108
12345