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
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