Dissertation > Excellent graduate degree dissertation topics show

The Application of Data Mining for Larger Retail Bookstore

Author: ZhangZheng
Tutor: XuXueZhou;ZhengChaoZuo
School: Xi'an University of Electronic Science and Technology
Course: Software Engineering
Keywords: Data Mining Online analytical processing Frequent pattern growth Trend analysis
CLC: TP311.13
Type: Master's thesis
Year: 2006
Downloads: 76
Quote: 0
Read: Download Dissertation

Abstract


Large retail bookstore run after years of information technology , has accumulated a large amount of data , how to analyze these data has become an urgent need to address the problems of these enterprises , if only to rely on the past by a simple summary of analysis by the specified mode A statistical method is unable to complete the analysis of such data . Therefore, the application of data mining techniques (including online analytical processing ) become an inevitable choice . Every year to produce a large number of papers and articles explore data mining technology , but the papers of the books in this industry is very rare. This paper first introduces the existing information management system for a large retail bookstores , and information management system based on the characteristics of the book industry , the proposed implementation framework applicable to large retail bookstores data mining system subsequently in this the framework is based on a frequent pattern growth algorithm - based applications , and a trend of time series data analysis methods . Before an application can solve the problem of the book reasonably placed ; latter method can help enterprises to predict future sales trends in order to develop a reasonable development plan .

Related Dissertations

  1. A Study on Healthcare Product Marketing Based on Data Mining Technology,F426.72
  2. The Design and Implementation of Bicluster Data Analyzing Software,TP311.52
  3. Research on Clustering Algorithm Based on Mutation Particle Swarm Optimization,TP18
  4. Research on Fuzzy C-Mean Clustering Algorithm Based on Particle Swarm Optimization and Shuffled Frog Leaping Algorithm,TP18
  5. Research on Clustering Algorithm Based on Genetic Algorithm and Rough Set Theory,TP18
  6. Based on data mining research tax audit case selection,F812.42
  7. Country girl age of menarche and its influencing factors , evidence-based analysis of the trend of the past two decades,R173
  8. The Application of Association Rules Algorithm in Higher Vocational Colleges’ Endorsement of Impoverished Students,G717
  9. Based on Data Mining Technologies in Urban Water Supply Analysis and Decision,F299.24;F224
  10. Data Mining of Application in the School Management and Training Students,TP311.13
  11. Design and Research of a Tree Data Structure for Mass Data’s Comprehensive Evaluation,TP311.12
  12. The Research and System Design of Assessment Model for Network Learning Based on Intelligent Computation,TP18
  13. Study on the Decision Tree Classification Algorithm and Its Application Based on Rough Set Theory,TP18
  14. Decision Tree Based on Generalized Information Entropy Model and Its Performance Evaluation,TP18
  15. Library management system of personalized service Design and Implementation,TP311.52
  16. Based on Data Mining System for Protein Purification,TP311.13
  17. Rule Based Multi Agent System to Reduce Malnutrition in Children,TP18
  18. Changsha University student working knowledge of building management systems,G647
  19. Fault Diagnosis Based on Data Mining Methods,TP311.13
  20. The Research on the Related Problems of Association Rule Mining Over Data Streams,TP311.13
  21. Gao Zhong-ying academic thought and experience and use of Bufei Decoction treatment of common diseases of the respiratory system drug law,R249.2

CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer software > Program design,software engineering > Programming > Database theory and systems
© 2012 www.DissertationTopic.Net  Mobile