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Books Product Information Service Platform Design And Implementation Based On Data Mining

Posted on:2017-03-31Degree:MasterType:Thesis
Country:ChinaCandidate:W Y ZhaoFull Text:PDF
GTID:2308330482490772Subject:Computer technology
Abstract/Summary:PDF Full Text Request
In this paper, we first analyze publishing mechanism of book market information grasp analysis is not enough, resulting in book publishing of books topics planning is relatively blind, caused the publishing market supply and demand sides of the uncoordinated, lead to the emergence of negative growth in sales, eventually leading to book product inventory backlog.This paper aimed at the background.The current mainstream data mining technology is applied to the book product information service platform, to help solve the above problems.Specific needs of readers, publishers and publishing regulators proposed and studied data mining cluster analysis and association rules to library information service platform, and the association rules algorithm is improved. Publishing regulators using cluster analysis of published research institutions classified rationalization, adjust the reasonable distribution of books published by the product. The use of the book market feedback information to provide statistical analysis of the entire book publishing information, such as books Lively products, selling analysis for the press. So that publishers understand the needs of the market products Books, Books for increasing market share and reduce inventory. Readers using correlation analysis quickly and accurately find the product for their own books.In this paper, from the flexibility, scalability, security and user experience of many aspects of the platform for a detailed design, and based on the design of the data mining technology is applied to the platform.Core users of the platform is a national press, regulators, readers, provide the service including book market evaluation of the statistics analysis, chain analysis book publishing, book publishing an analysis, and publishing topics planning ancillary services. Thus resorted to press through the design and implementation of this platform timely understand the book publishing market information, in grasping the opportunities in publishing and avoid because there is no master enough books market information caused by topic failure problem.
Keywords/Search Tags:Data mining, service platform, clustering, association rules
PDF Full Text Request
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