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Design Of Business Intelligence System Based On Data Mining

Posted on:2014-08-07Degree:MasterType:Thesis
Country:ChinaCandidate:Y X ZhangFull Text:PDF
GTID:2308330464457889Subject:Software engineering
Abstract/Summary:PDF Full Text Request
With a lot of data information urgently needs to be efficient, scientific analysis of these data, excavate the enormous business opportunities behind it. The traditional information system is "Information island", and relatively independent storage platform. Therefore, appeared for management decision making information for decision-making of enterprise business intelligence (BI) systems.In this paper is a biochemical energy in omar group under the background of enterprise business intelligence project, based on the current enterprise decision support system and the analysis of the problems existing in the now, combining with data warehouse, on-line analytical processing and data mining technology and dimensional model method, is proposed based on data mining platform for the enterprise BI system, and system platform for the design and implementation. System platform integrated shared the multiple business enterprises information system and database, realized the enterprise intelligent decision support.Firstly, the biochemical energy enterprise business intelligence system and the related literature review, the progress of the study on the key technology the current research situation and existing problems of, is proposed for the BI system based on data mining platform provides a train of thought and implementation approach.Secondly, the theory of BI system, system structure and the analysis of existing problems, this paper expounds the enterprise BI system based on data mining platform, theoretical foundation and the key techniques of given data driven BI system has the advantages.Thirdly, on the basis of BI system platform integration and functional requirements, combining the need for BI system overall structure design, design principles, comprehensive analysis of user demand, the main function modules of BI system design, including data preprocessing module, data warehouse module, data mining module, etc., to build enterprise BI system platform framework design.Finally, combining with the system architecture, function module division, We obtains BI system platform solution, and implementation of system platform, shows the main code and functional applications, was presented to illustrate the business intelligence system development and system application.
Keywords/Search Tags:Data warehouse, Data mining, Business intelligence systems, Software development
PDF Full Text Request
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