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Design And Implementation Of The Mobile Clerk Integral System Based On Data Mining

Posted on:2014-09-18Degree:MasterType:Thesis
Country:ChinaCandidate:Q XieFull Text:PDF
GTID:2268330401480837Subject:Signal and Information Processing
Abstract/Summary:PDF Full Text Request
In order to provide the convenient and efficient services,JiangXi Moblie open anumber of operating rooms and ten thousands of duty salesperson to help customersenjoy a better,faster and more convenient service.With the expanding of the growingmarketing system,it is a big problem how to use methods and systems toperformance assessment of the salesperson and marketing team.As the business continues to expand,the amount of data was accumulated.Thisis a major test that how to response the data in a shorter time and faster speed,for theten million data processing,to dig out the necessary market information for thedecision-making.Further,because of lacking the effective ways and means, the databecomes a pile of electronic junk data.It caused that data can only be used to viewthe usual salesperson business,not be extracted the hidden valuable information toanalyze a broad market prospect.Considering the above problems,this study design the system that was thedistributed clerk integral system which based data mining algorithms.This system isa management system that uses MVC architecture and B/S model,to proposeintegration process templates of operation,to separate from the main program and theintegration rules,to develop different algorithms business for different cities,toachieve the personalized system.While this system add the data mining algorithms,creating a data mining module,to dig out the hidden law of value. According to thissystem,it can know various cities of the integration rule and the city needs,understand the local market characteristics, make timely and accurate marketjudgments, to better guide the operation of the market.The work is to be done in this article,that is reflected in the following points:1) Because of the performance evaluation about the salesperson and marketingteam,we can use the MVC architecture separation characteristics of theorganization code on the business logic and data display, to build a set ofpersonalized clerk integrated information management system,the front pageapplication use the B/S model, the web interface make the style clerk.Finally this system Successfully use on Jiangxi mobile.2) Traditional algorithm was improved, and put forward integrating templatedoperations, separated from the integral rules and main program, no longer willchangeable complex integral rules solidified into the main program, at the sametime different cities have their own different algorithms,and realize the differentneeds of the various cities.3) Intensive study of the clustering algorithms for data mining, and integrate thedata mining clustering algorithm proposed mining algorithm and the scoringsystem algorithm, it is not only be able to manage the integration, but also digout the hidden value in the data and make use full of the system.
Keywords/Search Tags:data mining, clustering algorithm, oracle database, MVC architecture, B/S model
PDF Full Text Request
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