2010Unpublished venueRequires access

Application Research of an Intelligent Decision Support System Based on Data Warehousing Technology

Fushan Wang

Open publisher page 3 citations

Abstract

The integration of a Data Warehouse(DW) and a Decision Support System(DSS) can provide teaching managers with sufficient information for decision making without interrupting daily work of an On-Line Transaction Processing(OLTP) system. In this paper, project background and the research necessity are first introduced. Then the concepts of the DW, On-Line Analysis Processing(OLAP), Data Mining(DM), On-line analytical mining (OLAM) and DSS are reviewed. The method of creating a DW is then shown, changing the data in the DW into a multidimensional data cube and integrating the DW with a DSS. An application example is given to illustrate the use of the teaching Management Decision Support System developed by SQL SERVER solution. In the last part of the paper, a summary of an intelligent DSS Based on DW Technology and is represented, and the foregrounds prospects of further improvement of the system are conceived.

About this research paper

What this paper is about

The integration of a Data Warehouse(DW) and a Decision Support System(DSS) can provide teaching managers with sufficient information for decision making without interrupting daily work of an On-Line Transaction Processing(OLTP) system. In this paper, project background and the research necessity are first introduced. Then the concepts of the DW, On-Line Analysis Processing(OLAP), Data Mining(DM), On-line analytical mining (OLAM) and DSS are reviewed. The method of creating a DW is then shown, changing the data in the DW into a multidimensional data cube and integrating the DW with a DSS. An application example is given to illustrate the use of the teaching Management Decision Support System developed by SQL SERVER solution. In the last part of the paper, a summary of an intelligent DSS Based on DW Technology and is represented, and the foregrounds prospects of further improvement of the system are conceived.

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Available abstract

The integration of a Data Warehouse(DW) and a Decision Support System(DSS) can provide teaching managers with sufficient information for decision making without interrupting daily work of an On-Line Transaction Processing(OLTP) system. In this paper, project background and the research necessity are first introduced. Then the concepts of the DW, On-Line Analysis Processing(OLAP), Data Mining(DM), On-line analytical mining (OLAM) and DSS are reviewed. The method of creating a DW is then shown, changing the data in the DW into a multidimensional data cube and integrating the DW with a DSS. An application example is given to illustrate the use of the teaching Management Decision Support System developed by SQL SERVER solution. In the last part of the paper, a summary of an intelligent DSS Based on DW Technology and is represented, and the foregrounds prospects of further improvement of the system are conceived.

Key concepts: Online analytical processing, Data warehouse, Online transaction processing, Decision support system, Computer science, Database transaction, SQL, Database

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