Summary: Kmis: Part 1

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  • 1.1 Enterprise business intelligence

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  • What is the core meaning of Enterprise business intelligence

    • Intelligent & knowledge based systems
    • Enterprise reporting 
    • Knowledge discovery & business analytics
  • 1.2 Business intelligence

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  • What are smart decisions

    EDM, target: try to automate day-to-day decisions
  • What are the two problems with BI

    • So much data from different sources
    • Collect and combine info, provide integrated view, support sharing 
  • Why business intelligence

    • Tremendous amount of data is stored in databases
    • Business intelligence systems are developed to support strategic and tactical decisions and to assess business performance more precisely
  • What is the BI cycle

    • Measurement 
    • Analysis 
    • Insight
    • Action
  • What are the three BI views

    • State view
    • Event view
    • Cross-sectional view
  • 1.3 Data warehousing

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  • What is an enterprise warehouse

    Collects all info about subjects
  • What is the cost structure

    • Design and transformation (75%-90%)
    • Report and analysis (10%-25%)
  • What is a data warehouse loading

    • Data extraction
    • Data cleaning
    • Data transformation
    • Load
    • Refresh: updates
  • 1.4 Verification analysis

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  • What is verification driven analysis

    • Query and reporting: you know what you are looking for
    • OLAP: advanced query and reporting 
    • Ad hoc analysis and statistical verification techniques
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