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
- Intelligent & knowledge based systems
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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
- So much data from different sources
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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
- Tremendous amount of data is stored in databases
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What is the BI cycle
- Measurement
- Analysis
- Insight
- Action
- Measurement
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What are the three BI views
- State view
- Event view
- Cross-sectional view
- State view
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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%)
- Design and transformation (75%-90%)
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What is a data warehouse loading
- Data extraction
- Data cleaning
- Data transformation
- Load
- Refresh: updates
- Data extraction
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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
- Query and reporting: you know what you are looking for
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