• DocumentCode
    2678614
  • Title

    An Evolutive Algorithm for the Data Mining in Population Data Warehouse

  • Author

    Yang, Wenchuan ; Wang, Peng ; Gao, Chunyang ; Fan, Yanyang ; Luan, Huahua

  • Author_Institution
    Beijing Univ. of Post & Telecom.
  • Volume
    2
  • fYear
    2006
  • fDate
    17-19 July 2006
  • Firstpage
    881
  • Lastpage
    885
  • Abstract
    During the data processing based on population data warehouse, a large scale of evolutive information was produced accompany the data mining and knowledge discovery, which is very important for the final rule. This paper introduces the research of a multi-agent algorithm to process the evolutive information in data mining on population data warehousing, also gives the mathematic model and corresponding rule for it, which include data extraction and check-up, data normalization, and a mechanism to support market analysis and forecast. The paper also summarizes some basic requirements and data model constructing for applying data warehouse in population fields
  • Keywords
    data mining; data warehouses; evolutionary computation; multi-agent systems; data check-up; data extraction; data mining; data normalization; evolutive algorithm; knowledge discovery; market analysis; market forecast; multiagent algorithm; population data warehouse; Algorithm design and analysis; Data mining; Data processing; Data warehouses; Information analysis; Large-scale systems; Mathematical model; Mathematics; Predictive models; Warehousing; Data Mining; Data Warehouse; Evolutive Algorithm;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cognitive Informatics, 2006. ICCI 2006. 5th IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    1-4244-0475-4
  • Type

    conf

  • DOI
    10.1109/COGINF.2006.365608
  • Filename
    4216526