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Multi-dimensional Analysis Of The Research And Application Of Technology In Business Intelligence And Data Mining

Posted on:2008-01-28Degree:MasterType:Thesis
Country:ChinaCandidate:D L FuFull Text:PDF
GTID:2208360215966687Subject:Computer software and theory
Abstract/Summary:PDF Full Text Request
The wave of information technology launched around the world, all businesses, the level of information technology is also evolving from MRPⅡ. ERP to CRM, from the data warehouse (Data Warehouse) to the data mining (Data Mining), Every change has greatly contributed to the enterprise information management and enterprise upgrading to a higher level. As information technology is advancing with the times, enterprise information spots in the ensuing changes According to the adviser in 2005, Chinese data management technology, announced "in China, 2004-2005 According to the management software market research report "The report shows that Business Intelligence as part of the overall data management technology in the application software market as one of the fastest-growing areas its sales in the Chinese market to grow in excess of 40% accounted for the overall data management technology applications software market 44.36%. Obviously, the information is a hot business intelligence in China has been rising quietly. However, as the market in this field with other countries we still have a large gap. This paper is based on the historical background of the problem of legislation.Focussing on the issue of business intelligence, multi-dimensional analysis technology, These two data mining business intelligence to support the core technology of in-depth and meticulous research and analysis, and the right microsoft analysis, pentaho. openi have all business intelligence products and detailed market research on the basis of an intelligent multidimensional analysis platform. This paper has done major work, technical difficulties and Innovation Department as follows:1. Access to a large amount of business intelligence information, traced the development of business intelligence and the reasons for the rise,seriously study the structure of business intelligence, application process and the structure of knowledge,depth understanding of the concept of business intelligence technology and its core support.2. Thorough and meticulous study of the concept of multidimensional analysis, multi-dimensional analysis of the characteristics and system architecture.and study the data sliced into cubes and drilling, as well as volumes on shaft operationModrian server revenue also multidimensional analysis of data flow architecture,According to the database metadata format and the secondary development of the library as Modrian conduct a detailed analysis and research,From the application point of view but also the front-end display open-source components as Modrian jpivot the library.Common components labels do an in-depth study,Jpivot and on the basis of all the components are built Wcf finished work.3. Seriously study the relevant knowledge of data mining, data mining algorithms and analysis of how data mining,and based on the open source software Weka data entry, classification, clustering, association, meta-learning programs and attributes,Examples filter algorithms for analysis, and the second on how to use the Weka done for the development of an in-depth and meticulous research.4. Struts-depth study of the development framework.Analysis of the model-view-controller (MVC) design pattern, Struts Tag basement and the library structure and input verification and error handling mechanisms. 5. Based on the above principles and the existing research results, the design and implementation of intelligent multidimensional analysis platform, The platform has features and innovation are as follows:1) B/S used in the system, the system of all remote users can use the system via the Internet.free from the restrictions of time and place, and Web-based operating system,For the number of Internet users in China has a huge market more competitive.2) Construction of commercial software based on open source software, and greatly reduce the cost of development, in order to further enhance the competitiveness of their products.provide an effective commercial software product development.3) Fully on the Implementation of the Data Storage, so the system from a specific database platform.enhance the independence and software, visit the software speed, effectively lowering the cost of the software implementation.4) Xml, Xsd, Dtd, Xsl, Css Taglib technology and the introduction of not only enhance the system's personality, but also showed a certain degree of interface and control logic to reduce the coupling,Parallel to the development of his system and laid the foundation for programmers.5) The system interface can be customized to the application and document attributes, from a certain extent, to meet the needs of individual users.Moreover, the software has a good international support,Code changes made in the case could not provide more language versions.6) Weka sustained rapid development of distributed processing and supportmade in the expansion and application of data mining excavation have a good performance support.At present, The system has been in the BCCB, Siemens (China) A & D Group Yingkou city commercial banks several units put into use, the results were very good. Author at the school to participate in the research and development projects and the publication of articles, see appendix.
Keywords/Search Tags:Business Intelligence, multidimensional analysis, data mining, Weka, Modrian, Jpivot, Struts
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