The application of Balanced Scorecard and Neural Network on the Performance Evaluation for Enterprises

被引:0
|
作者
Gu, Yao [1 ,2 ]
Guo, Lan
Sun, Qingyu [3 ]
机构
[1] Hebei Univ Engn, Sch Econ & Management, Handan, Peoples R China
[2] Handan Polytech Coll, Handan, Peoples R China
[3] Hehai Univ, Dept Lib, Nanjing, Jiangsu, Peoples R China
关键词
balanced scorecard; performance evaluation; neural Network;
D O I
10.1109/IUCE.2009.102
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In China's enterprises the purely evaluation with financial indicators is the main means of performance evaluation. This traditional approach for evaluating the performance has been unable to meet the needs of a modern enterprise. In this paper, we used the balanced scorecard and neural network to evaluate the performance of enterprises. According to the actual situation of enterprises, we developed the indices system from the financial perspective; customer perspective, internal business processes perspective, learning and growth perspective, and then developed the neural network on the basis of indices system to evaluate the performance of enterprises. Take a certain e-business enterprises as an example. After empirical research with MATLAB7.0, it is had been proved that the method is validity and practicality.
引用
收藏
页码:105 / +
页数:2
相关论文
共 50 条
  • [31] The Balanced Scorecard: Measures That Drive Performance Evaluation in Auditing Firms
    Hegazy, Mohamed
    Hegazy, Karim
    Eldeeb, Mohamed
    JOURNAL OF ACCOUNTING AUDITING AND FINANCE, 2022, 37 (04): : 902 - 927
  • [32] Design of Government Emergency Management Performance Evaluation on the Balanced Scorecard
    Xu, Yanqing
    Xi, Dingxiang
    INTERNATIONAL JOINT CONFERENCE ON APPLIED MATHEMATICS, STATISTICS AND PUBLIC ADMINISTRATION (AMSPA 2014), 2014, : 522 - 527
  • [33] A Conceptual Evaluation Model of the RFID Performance Using a Balanced Scorecard
    Park, Yong-Jae
    Rim, Myung-Hwan
    PROCEEDINGS OF PICMET 09 - TECHNOLOGY MANAGEMENT IN THE AGE OF FUNDAMENTAL CHANGE, VOLS 1-5, 2009, : 3285 - 3293
  • [34] Research on Airline Strategic Performance Evaluation Based on Balanced Scorecard
    Cui, Ting
    Zhang, Xiao-yan
    INTERNATIONAL CONFERENCE ON SOCIAL, EDUCATION AND MANAGEMENT ENGINEERING (SEME 2014), 2014, : 281 - 286
  • [35] The supply chain performance evaluation system based on balanced scorecard
    Liang, Xu
    Ya-ke, Cao
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON RISK MANAGEMENT & GLOBAL E-BUSINESS, VOLS I AND II, 2009, : 580 - 583
  • [36] Environmental performance evaluation and strategy management using balanced scorecard
    Yu-Lung Hsu
    Chun-Chu Liu
    Environmental Monitoring and Assessment, 2010, 170 : 599 - 607
  • [37] Environmental performance evaluation and strategy management using balanced scorecard
    Hsu, Yu-Lung
    Liu, Chun-Chu
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2010, 170 (1-4) : 599 - 607
  • [38] Enterprise Knowledge Management Performance Evaluation Based on Balanced Scorecard
    Zhou Zhiying
    Jiang Yu
    Qiu Lingzhen
    PROCEEDINGS OF HANGZHOU CONFERENCE ON MANAGEMENT OF TECHNOLOGY (MOT 2008), 2008, : 481 - 487
  • [39] CREATION AND IMPLEMENTATION OF BALANCED SCORECARD IN THE SYSTEM OF PLANNING AT THE ENTERPRISES
    Tatiana, Ryzhakina G.
    TOMSK STATE UNIVERSITY JOURNAL, 2009, (323): : 285 - +
  • [40] BALANCED SCORECARD CONCEPT IN ROMANIAN SMALL AND MEDIUM ENTERPRISES
    Siemionek, Anna
    Siemionek-Ruskan, Malgorzata
    KNOWLEDGE FOR MARKET USE 2016: OUR INTERCONNECTED AND DIVIDED WORLD, 2016, : 442 - 446