| In now drastic market competition, the organization's construction of modern business enterprise all inclines toward the dispersion and the diverse, and also means that the every kind of the business enterprise's information concerning customer, product, sale circumstance inside has the character of relaxation and coupling. How the better utilization these informations help business enterprise to estimate and control future, which is the problem that business enterprise Intelligent Decision Support System must resolve. Data Mining is the main means that the Intelligent Decision Support System obtains the information, the tradition obtains the information is from the single data set, but neglecting the affection and coopertation among multi-data sets. Now, in the construction of information organization in business enterprise, usually exsitting many data sets that the relation of them is not only independent but alse cooperative . Considered the influence from many data sets, the knowledge reflecting the realistic data structure is more accuracy than that mined from the independent data. Establishing an Information Cooperation Intelligent Decision Support System seems to be particularly necessary.In the background of mass data in Hunan Medicine Catena Company,aiming at the dispersion,multi-layer,information management deficiency, Information Cooperation Intelligent Decision Support System prototype is studied, the algorithm of data mining ,data warehouse technology and On-Line Analytical Processing are employed to bulilding medicine chain sales intelligent decision support system, the main work studied is listed here:1. Information Cooperation Intelligent Decision Support System are proposed,on the background of medicine sell, its system framework is designed,and the data warehouse faced to sales analysis is built too. With Analysis services of SQL Server,we established the multidimensional data model.2. Cooperation Cluster Algorithm Model has been chosen to analyze co-operation among data sets,Co-Operation Fuzzy C-Means algothim is proposed,with comparatively examination, COFCM is in advance of CCA in the aspect of iterative times and degree of approaching cluster center.3. We proposed the Information Cooperation Analyzer,Design and accomplishing for Information Cooperation Analyzer are maked subsequently,and we explained the concrete application example in detail,the result shows that ICA can be used to practise for helping decision.4. We realize data extract,transform and loading through SQL Server transform services and method of programing; Based on the realization of sales analysis, decision process of sales analysis is discussed,query of multi-dimension is realized by MDX,and we finished the show for analysis result.Finally, the work of the full text and creativity are summed up, and application study for Information Cooperation Intelligent Decision Support System is prospected for. |
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