• DocumentCode
    138805
  • Title

    Research on the dynamic of quality elements classification based on GM(1,1) model

  • Author

    Lin He ; Ling Zhang ; Yongjin Shen ; Qingliang Meng ; Ying Tao

  • Author_Institution
    Sch. of Manage. & Econ., Jiangsu Univ. of Sci. & Technol., Zhenjiang, China
  • fYear
    2014
  • fDate
    25-27 June 2014
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Aiming to solve the problems of lacking quality element dynamics prediction in Kano model, considering the advantages of grey theory in coping with irregular data, a quality element dynamics prediction method based on GM(1,1) model is proposed. In view of the strong subjectivity of traditional Kano model, propose a fuzzy Kano model to classify the quality elements more objectively. Furthermore, for GM(1,1) model´s ability to deal with small data, inadequate information and high prediction precision, it is widely used to study the dynamics prediction of Kano quality elements. Finally, an empirical study in express industry is provided to illustrate the feasibility and availability of the proposed method.
  • Keywords
    customer satisfaction; fuzzy set theory; grey systems; pattern classification; product development; quality management; GM(1,1) model; Kano quality element dynamic prediction; express industry; fuzzy Kano model; grey theory; prediction precision; quality element classification; Data models; Educational institutions; Industries; Mathematical model; Predictive models; Standards; 1) model; GM(1; Kano model; express industry; quality elements classification;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Service Systems and Service Management (ICSSSM), 2014 11th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-3133-0
  • Type

    conf

  • DOI
    10.1109/ICSSSM.2014.6943354
  • Filename
    6943354