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Design And Implementation Of The E-book Bureau Based On Data Mining

Posted on:2015-10-27Degree:MasterType:Thesis
Country:ChinaCandidate:H Y WangFull Text:PDF
GTID:2308330467989836Subject:Software engineering
Abstract/Summary:PDF Full Text Request
With the fast development of Internet technology, and the popularization ofE-business mode, the networked commercial data are increased sharply, excavatetechnology of the data to apply to the E-business system, can help the E-businessoperator to receive really valuable information from the data of magnanimity, instructthem how to make more accurate decision, understand users’ individualized demandaccurately. In view of current situation of the development of e-commerce and datamining technology, this text through the analysis of the system functionalrequirements of the e-book bureau, to develop the personalized the e-book bureauwhich has the function of data mining analysis management system.The method of data mining at first has carried on clustering and correlationanalysis to the correlated data of the e-book bureau; these data have both thecustomer’s relevant information and relevant information of the goods. Get used to forthe inner link between the shopping of clearer understanding customer and thegoods,this text has fully considered the impact on goods of various factors, hasimproved the threshold of Clustering analysis, and done the definite modification tothe traditional interest intensity and weighed the relation of the two by comprehensiveinterest degree. Because of the above-mentioned analysis, this text has set up twoanalysis model on data mining: One is a cluster method based on hereditary algorithmto customer’s data preprocessing model, another one is to set up the goods correlationmodel based on comprehensive interest degree.Through analyzing functional requirements for the e-book bureau, by networkedto purchase the book platform as the foundation, design and realize the module. Thesesystem is made up by several pieces of function module such as member management,library management, order management and data analysis mainly, it was related eachother that every module paid attention to main roles such as the member, books, order,etc., in realize log-in register, query bibliography, shopping cart management, ordersubmit, books comment and function of making an appointment etc., still fullycombine thought and method that the data mining, has finished member’sindividualized track and analysis well.Secondly, this text has been designed and improved the e-book bureau aftercomprehensive analysis of demand, for instance: Analyze the various demand of the online bookstore system, design database system, and standardize consumer doshopping related processes and other demands for the system. With the help of thesoftware engineering (Java, Tomcat, MySQL, etc.) to realize the visualization ofelectronic books system, display the user interface of the online bookstore system.Finally, the system design after many tests, operation, and perfect, the functionand performance have been meeting the demand of the user. The shopping cart systemprovides the high-quality service for the users of network purchasing books, dataanalysis system provides managers need decision based information support. Thewhole system has theoretical significance and practical value.
Keywords/Search Tags:Online bookstore, Interest degree, Association rules
PDF Full Text Request
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