Research of Decision Support System (DSS) for Greenhouse Based on Data Mining

  • Cheng Wang
  • Lili Wang
  • Ping Dong
  • Xiaojun Qiao
Part of the The International Federation for Information Processing book series (IFIPAICT, volume 259)

Most of expert knowledge in agriculture is descriptive and experiential, so it is difficult to describe in mathematics and build decision support system (DSS) for greenhouse. Therefore, the decision support system (DSS) for greenhouse constructed of data warehouse and date mining technology was introduced in this paper. In the system, data warehouse was founded to memory diversified date, the using of on-line analytical processing and date mining enriches knowledge base with new agriculture information. Implementation of system adopted SQL Server analysis, as a result, tightness coupling of data warehouse, date mining and application, improved efficiency of date mining. Combined data warehouse with on-line analytical processing and date mining to construct a novel DSS.

Keywords

Data warehouse Date mining OLAP Decision support system (DSS) 

References

  1. Helen Hasan, Peter Hyland. Using OLAP and multidimensional data for decision making. IT Professional, Vol. 3, No. 5, 2001, pp. 44-50CrossRefGoogle Scholar
  2. Michael Blaha. Data warehouses and decision support systems. M Computer, Vol. 34, No. 12, 2001, pp. 38-39Google Scholar
  3. Dorian Pyle. Data Preparation for Data Mining. Morgan Kaufmann, 1999Google Scholar
  4. Inmon W H. Building the Data Warehouse (Third Edition). John Wiley & Sons, 2002, pp. 20 -53Google Scholar
  5. Y W F, Kerulen J T, Krishna V, Spangler W S. The Integration of Business Intelligence and Knowledge Management. IBM Systems Journal, Vol. 41, No. 4, 2002, pp. 697- 714CrossRefGoogle Scholar
  6. Zhao Yu, Q I Guoqiang. Application of data warehouse in decision support system of rice cultivation management [J]. Journal of Northeast Agricultural University, Vol. 37, No. 4, 2006, pp. 557-562Google Scholar

Copyright information

© IFIP International Federation for Information Processing 2008

Authors and Affiliations

  • Cheng Wang
    • 1
  • Lili Wang
    • 2
  • Ping Dong
    • 2
  • Xiaojun Qiao
    • 1
  1. 1.National Engineering Research Center for Information Technology in AgricultureChina
  2. 2.Information engineering institute University of Science and Technology BeijingChina

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