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Multi Dimensional Data Model
Multi Dimensional Data Model
What is Data Mining?
Multidimensional data model
Multi
Dimension
al
Data
model
MDDM
Multi Dimensional Data Model
Types of MDDM
 Data Cube Model
 Star Schema Model
 Snowflake Schema Model
 Fact Constellations
Data Cube
3D
4D
Lattice of cuboids
Star Schema Model
Star Schema of a Data warehouse for sales.
Snowflake Schema
Fast Constellation Schema
Measures: Their Categorization and
Computation
 Distributive
 Algebraic
 Holistic
Multi Dimensional Data Model
A Concept hierarchy for the dimension
location.
(a) A hierarchy for Location ; (b) A lattice for
time
A Concept hierarchy for the attribute
price.
Multi Dimensional Data Model
Typical OLAP operations on multidimensional data.
OLAP Operations
 Roll-up
 Drill-down
 Pivot(rotate)
A Starnet Query Model for Querying
Multidimensional Databases
Modeling business queries: a starnet model.
Multi Dimensional Data Model

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Multi Dimensional Data Model