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Importance of
Ontology to Data
Warehouse Quality
Ontology
on·tol·o·gy
/änˈtäləjē/ noun
1. The branch of metaphysics dealing with the nature of being.
2. A set of concepts and categories in a subject area or domain that shows their properties and
the relations between them.
Ontology
A set of naming patterns, structures
& rules for each application.
Existing SDS Ontology
1. Application users have an
ontology
2. Application developers have
an ontology
3. On occasion they even overlap
Existing SDS Ontology
1. Application users have an
ontology
2. Application developers have
an ontology
3. On occasion they even overlap
Existing SDS Ontology
1. Application users have an
ontology
2. Application developers have
an ontology
3. On occasion they even overlap
Existing SDS Ontology
New application -
existing software
Existing SDS Ontology
Define an ontology
for your data
warehouse . . . or
someone else will
Ontology’s Nuts & Bolts
The Four Sub-components
of a Column Name
Four Parts of a Column Name
1. PRIME: who or what the column is about.
Example: CUSTOMER
Four Parts of a Column Name
2. CLASS: The type of information
Example: ADDRESS
Four Parts of a Column Name
3. PRE-MODIFIER: narrows its meaning
DELIVERY
Four Parts of a Column Name
4. POST-MODIFIER: further narrows meaning
Example: CONUS
The Four Parts of a Column
Name
CUSTOMER_DELIVERY_ADDRESS_CONUS
Prime
Subject
Subject
Class
Pre
Modifier
Post
Modifi
er
Software
Skillfully created . . . but
delivered with a side of
word salad
Software
Skillfully created . . . but
delivered with a side of
word salad
$$$
Wastes development time
Coming Soon . . .
Part II: Ontology How-to
Importance of Ontology in a Data Warehouse.pptx

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Importance of Ontology in a Data Warehouse.pptx

Notas del editor

  1. Give examples: words that have specific meanings to our families, work colleagues, people having a common hobby. I belong to several organizations promote an understanding of the huge influence film noir has had - and still has - on movies. You always suspected I was a couple bubbles off of plumb. Now you know it.