• DocumentCode
    3513625
  • Title

    The Research on Information System Project Performance Evaluation Based on Fuzzy Neural Network

  • Author

    Yu, Benhai ; Zhang, Jinlong ; Wei, Siying ; Cong, Guodong ; Zhang, Dongfeng ; Chen, Tao

  • Author_Institution
    Sch. of Manage., Huazhong Univ. of Sci. & Technol., Wuhan
  • fYear
    2007
  • fDate
    21-25 Sept. 2007
  • Firstpage
    6170
  • Lastpage
    6174
  • Abstract
    Satisfactory results of IS project performance evaluation depend on the perfection of the project performance evaluation index system and the accuracy of the evaluation model. This paper analyzes the relationship between IS project performance and project organization, project characteristics and in it an IS project performance evaluation system is constructed. By improving the traditional fuzzy neural network (FNN) and introducing Levenberg-Marquart optimal algorithm into the network, we establish a new fuzzy neural network (NFNN). As a result, comparative analysis of it is found that the NFNN has less error and it is closer to reality.
  • Keywords
    fuzzy neural nets; performance index; software performance evaluation; Levenberg-Marquart optimal algorithm; fuzzy neural network; information system project performance evaluation; project performance evaluation index system; Fuzzy neural networks; Fuzzy reasoning; Information systems; Investments; Management information systems; Performance analysis; Project management; Software maintenance; Software quality; Technology management;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-1311-9
  • Type

    conf

  • DOI
    10.1109/WICOM.2007.1513
  • Filename
    4341288