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Types of Data in a Database
• Internal data
– Collected within organization
• External data
– Sources
BI in Action: Law Enforcement
• Business intelligence (BI)
– Used in law enforcement as well as in the business
world
• Richmond, Virginia
– System generates BI reports that help pinpoint
crime patterns
– Allocate manpower to days and locations where
crime likely to occur
Methods for Accessing Files
• Sequential file structure
– Records organized and processed in numerical or
sequential order
– Organized based on a “primary key”
– Usually used for backup and archive files
• Because they need updating only rarely
• Random access file structure
– Records can be accessed in any order
– Fast and very effective when a small number of
records need to be processed daily or weekly
Methods for Accessing Files
(cont’d.)
• Indexed sequential access method (ISAM)
– Records accessed sequentially or randomly
– Depending on the number being accessed
• Indexed access
– Uses an index structure with two parts:
• Indexed value
• Pointer to the disk location of the record matching
the indexed value
Logical Database Design
• Physical view
– How data is stored on and retrieved from storage
media
• Logical view
– How information appears to users
– How it can be organized and retrieved
– Can be more than one logical view
Logical Database Design (cont’d.)
• Data model
– Determines how data is created, represented,
organized
– Includes:
• Data structure
• Operations
• Integrity rules
• Hierarchical model
– Relationships between records form a treelike
structure
Exhibit 3.3 A Hierarchical Model
Logical Database Design (cont’d.)
• Network model
– Similar to the hierarchical model
– Records are organized differently
Exhibit 3.4 A Network Model
The Relational Model
• Relational model
– Uses a two-dimensional table of rows and
columns of data
• Data dictionary
– Field name
– Field data type
– Default value
– Validation rule
The Relational Model (cont’d.)
• Primary key
– Unique identifier
• Foreign key
– Establishes relationships between tables
• Normalization
– Improves database efficiency
– Eliminates redundant data
– 1NF through 3NF (or 5NF)
The Relational Model (cont’d.)
• Data retrieval
– Select
– Project
– Join
– Intersection
– Union
– Difference
Components of a DBMS
• Database engine
• Data definition
• Data manipulation
• Application generation
• Data administration
Database Engine
• Heart of DBMS software
• Responsible for data storage, manipulation,
and retrieval
• Converts logical requests from users into their
physical equivalents

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mg6.pptx

  • 1.
  • 2. Types of Data in a Database • Internal data – Collected within organization • External data – Sources
  • 3. BI in Action: Law Enforcement • Business intelligence (BI) – Used in law enforcement as well as in the business world • Richmond, Virginia – System generates BI reports that help pinpoint crime patterns – Allocate manpower to days and locations where crime likely to occur
  • 4. Methods for Accessing Files • Sequential file structure – Records organized and processed in numerical or sequential order – Organized based on a “primary key” – Usually used for backup and archive files • Because they need updating only rarely • Random access file structure – Records can be accessed in any order – Fast and very effective when a small number of records need to be processed daily or weekly
  • 5. Methods for Accessing Files (cont’d.) • Indexed sequential access method (ISAM) – Records accessed sequentially or randomly – Depending on the number being accessed • Indexed access – Uses an index structure with two parts: • Indexed value • Pointer to the disk location of the record matching the indexed value
  • 6. Logical Database Design • Physical view – How data is stored on and retrieved from storage media • Logical view – How information appears to users – How it can be organized and retrieved – Can be more than one logical view
  • 7. Logical Database Design (cont’d.) • Data model – Determines how data is created, represented, organized – Includes: • Data structure • Operations • Integrity rules • Hierarchical model – Relationships between records form a treelike structure
  • 8. Exhibit 3.3 A Hierarchical Model
  • 9. Logical Database Design (cont’d.) • Network model – Similar to the hierarchical model – Records are organized differently
  • 10. Exhibit 3.4 A Network Model
  • 11. The Relational Model • Relational model – Uses a two-dimensional table of rows and columns of data • Data dictionary – Field name – Field data type – Default value – Validation rule
  • 12. The Relational Model (cont’d.) • Primary key – Unique identifier • Foreign key – Establishes relationships between tables • Normalization – Improves database efficiency – Eliminates redundant data – 1NF through 3NF (or 5NF)
  • 13. The Relational Model (cont’d.) • Data retrieval – Select – Project – Join – Intersection – Union – Difference
  • 14. Components of a DBMS • Database engine • Data definition • Data manipulation • Application generation • Data administration
  • 15. Database Engine • Heart of DBMS software • Responsible for data storage, manipulation, and retrieval • Converts logical requests from users into their physical equivalents