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From On-Line Analytical Processing (OLAP) to On Line Analytical Mining (OLAM)

  • Why online analytical mining?
    • High quality of data in data warehouses
      • DW contains integrated, consistent, cleaned data
    • Available information processing structure surrounding data warehouses
      • ODBC, OLEDB, Web accessing, service facilities, reporting and OLAP tools
    • OLAP-based exploratory data analysis
      • Mining with drilling, dicing, pivoting, etc.
    • On-line selection of data mining functions
      • Integration and swapping of multiple mining functions, algorithms, and tasks

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