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Research and Applications on Data Mining in ERP System of Transmission Mechanism

Author: LeiBo
Tutor: JiangZhengFeng
School: Wuhan University of Technology
Course: Mechanical Design and Theory
Keywords: Data Mining Data warehouse Decision Tree C4.5 ERP
CLC: TH132
Type: Master's thesis
Year: 2006
Downloads: 131
Quote: 1
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Abstract


With the popularity of computers and networks , ERP in the enterprise has gained a wide range of applications , the ERP running the accumulation of large amounts of data , however , has not been fully utilized . More and more enterprises realize the significance of the data of an enterprise . However, with the huge amount of data , how to find the information of value to the enterprise , the greatest degree of improvement of the competitiveness of enterprises , but has been plagued by the problem . Large amounts of data mining ERP knowledge is the implication of the current research focus of ERP , the ERP system to further deepen the inevitable trend of the application . Data mining is digging out from a large number of data regularly , reveals its intrinsic necessarily linked technology , is an important means of large amounts of data in ERP implies the knowledge of business operations decision support . In this context , this paper introduces the concept of data mining and its history of development , and analysis of data mining technology features . Based on analysis of data mining the status quo at home and abroad to explore building a data warehouse in the ERP internal and based on the principle of data mining . The specific contents are as follows : 1) to explore the thesis on the basis of the general theory of data mining , data mining decision tree algorithm describes in detail . And a brief introduction to several common decision tree algorithm . Focuses on the of C4.5 algorithm processes and their structure , and analyze the advantages and disadvantages of C4.5 algorithm . 2 ) paper used in the general process of data mining the ERP sales decision support system , the ERP data mining architecture of the principle within the ERP data warehouse , described in detail the process of establishment of data warehouse ; combined enterprise now some ERP database , within the ERP data warehouse. 3) focused on the use of C4.5 algorithm to create a mining model , to establish a sales decision-making system . SQL Server 2000 environment using SQL language and Visual C 6.0 development ERP sales decision support systems. Zhejiang Transmission Machinery Co. , Ltd. of the actual situation the prototype system instance of the application , to obtain good results , and verify the feasibility of this paper, theoretical research and implementation . Finally, in the concluding remarks on the basis of the development of the study were discussed.

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CLC: > Industrial Technology > Machinery and Instrument Industry > Mechanical parts and gear > The transmission mechanism
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