Dissertation > Excellent graduate degree dissertation topics show

Research on Outpatients Behavior Based on Association Rules and Timing Behavior Model

Author: Zhang
Tutor: ZhangJing;DongLiang
School: East China University of Science and Technology
Course: Computer technology
Keywords: Data Mining Data Warehouse Timing Algorithm Association Rules
CLC: TP311.13
Type: Master's thesis
Year: 2012
Downloads: 127
Quote: 0
Read: Download Dissertation

Abstract


With the rapid development of the computer technology, the major hospitals in China have carried out the information construction one after another and established their own hospital information system (Hospital Information System, i.e. HIS). Today, following the size and the capacity of the database becoming larger, the complexity of the data also increases. After years of applications, some large hospitals have accumulated massive data, but the current processing of the database still remains with some traditional operations, such as adding, deletion, querying, statistic etc. Therefore, how to find out some valuable and potential information in these huge amounts of data has become the problem which major hospitals need to solve in the process of informationization. Hence, the technology of the medical information data mining in HIS has become a trend.In recent years, the technology of data mining has developed rapidly and its theory has become more sophisticated. Today, the data mining technology has being used in the area of commerce, finance, network, pharmaceuticals, scientific research etc, but still in the preliminary stage of medical information application. We proposed three problems which based on the patients treatment situation analysis of LongHua Hospital.1, the analysis of outpatient waiting time.2, the analysis of the medical Insurance patients before treatment, post-paid mode (stop payment) queue waiting time.3, the prediction of the patient’s number. The solutions include the data warehouse construction and data preparation, design dimensional design and size, multidimensional data model, analysis and design, and the realization of data mining functions and applications.Through using association rules algorithm technology and timing behavior model of the patient to hospital, we could understand the problems which patients face in this paper. We put forward the decision-making basis to improve the quality of outpatient services, to optimize medical treatment process of the patients, and resolve the patients’ "difficult" issue. Then the relations between doctors and patients could become more harmonious.

Related Dissertations

  1. The Design and Implementation of Bicluster Data Analyzing Software,TP311.52
  2. Investments Projects Evaluation Supporting System Based on Optimizing Model of Industrial Parameters,F283
  3. Design to E-learning System in Senior Vocational School Base on Moodle,TP311.52
  4. Research on Employment Monitoring System of University Graduate,G647.38
  5. The Web Data Mining Application Research for Electronic Commerce,TP311.13
  6. The Applicability of Data Mining Technology for Environmental Protection Management System,TP311.13
  7. Telecommunications companies targeted marketing management system design and implementation,TP311.52
  8. Research of Dynamic Association Rules,TP311.13
  9. Design and Implementation of the campus fee system,TP311.52
  10. The design and application of the tax data warehouse system,TP311.13
  11. A Mobile Internet Business Recommendation Model Based on Data Analysis of User Behavior,TP311.13
  12. The Data Warehouse Risk Management Research Based CMMI,TP311.13
  13. Design and implementation of value-added services platform integrated marketing services operations support system,TP311.52
  14. Research on Application of Intrusion Detection Based on Improved FCM,TP393.08
  15. The Application Study of Web Data Mining in On-line Bookstore Personalized Recommends System,TP391.3
  16. Construction and quick access to the marine disaster prevention and mitigation technology research data warehouse,TP311.13
  17. Research and Application of Data Integration Technique in the Comprehensive Billing System of Bank,TP311.13
  18. Based on community structure found in the data warehouse subject extraction studies,TP311.13
  19. Based on Support Vector Machine (SVM) Personal Credit Evaluation,TP18
  20. Desiging and Realizing the WEB System of Shandong Shenghan College Library,TP311.52
  21. The Application Research of Association Rules Parallel Algorithm Analysis Based on FP-Growth,TP311.13

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