• DocumentCode
    2561111
  • Title

    Evaluation of supplier reliability based on the association rule and AHP method

  • Author

    Jiao, Minghai ; Tang, Jiafu ; Xu, Jinpeng

  • Author_Institution
    Northern Univ. Comput. Center, Shenyang
  • fYear
    2008
  • fDate
    2-4 July 2008
  • Firstpage
    2266
  • Lastpage
    2270
  • Abstract
    This paper researches into the supplier reliability evaluation problem of the association rule and AHP method. A data mining algorithm is adopted for the knowledge database of the supplier characteristic involved in the product cooperation design, which is based on the aggregative chains and the association rule that the components of the supplierpsilas characteristics must satisfy the requirement of the product reliability. The sets of the components of the supplier reliability characteristics are resolved by the improved FP-Growth algorithm. The evaluation model of the hierarchy of the supplier reliability is given in this paper. The AHP method is applied to find the synthesis scale value of the supplier reliability characteristics. A case study of the supplier involved in the middling car product system cooperation design is provided to illustrate the application of the algorithm and the method.
  • Keywords
    data mining; decision making; reliability; supply chain management; analytic hierarchy process; association rule; data mining algorithm; knowledge database; product cooperation design; supplier reliability evaluation; Association rules; Analytic hierarchy process; Association rule; Reliability characteristic component; Supplier; cooperation design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference, 2008. CCDC 2008. Chinese
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-1733-9
  • Electronic_ISBN
    978-1-4244-1734-6
  • Type

    conf

  • DOI
    10.1109/CCDC.2008.4597727
  • Filename
    4597727