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Research And Implementation Of Supplier Evaluation System Based On Entropy-AHP And Data Mining

Posted on:2016-02-09Degree:MasterType:Thesis
Country:ChinaCandidate:J WangFull Text:PDF
GTID:2359330536486833Subject:Engineering
Abstract/Summary:PDF Full Text Request
With the rapid development of the economic globalization,the enterprise customers have increased year by year.In order to stand out in the fierce market competition,the enterprise should develop a good partnership with suppliers,so that the enterprise can obtain the benign development.However,the supplier evaluation system is mainly used in large state-owned manufacturing enterprises,rarely used in medicine circulation industry.The main characteristic of the medicine circulation industry is that they have small scale although the quantity is large.Most of the enterprise management is not standard,they are not able to get the comprehensive business data.They can't make scientific decision for the development of the enterprise.Based on field investigation of the enterprise and the study of relevant literatures,building out the medicine circulation enterprises supplier evaluation index system.By comparing the advantages and disadvantages of AHP and Entropy Weight Method,improves the algorithm.The supplier evaluation indicator system is used Entropy-AHP.According to the ABC classification and the actual needs of the enterprise,selecting the optimal supplier.B/S structure,SSH framework(Struts?Spring?Hibernate)and JAVA development tools are adopted to design and develop the supplier evaluate system.The data is normalized by ETL technology.Using on-line analytical processing(OLAP)for multidimensional data analysis.The executives can find the right suppliers through the system to enhance the enterprise's economic efficiency.On the basis of the existing supplier evaluation research,this topic aims at the particularity of medicine circulation industry,building the supplier evaluation index system which is suitable for medicine circulation enterprises.The supplier evaluation indicator system is used Entropy-AHP,ETL technology(Extract-Transform-Load)and data mining technology to deliver enterprise solutions for the medical circulation enterprises,so that the benefit of the enterprise can be improved.
Keywords/Search Tags:medicine circulation industry, supplier evaluation, Data Mining, software architecture
PDF Full Text Request
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