Post on 19-Jan-2015
description
Pieter De Leenheer, PhD
Business Semantics-driven Transformation in Large Organisations
a Case for the Flemish Public Administration
Enterprise Data World, San Francisco, March 2010
Thursday 26 August 2010
www.collibra.com
Thursday 26 August 2010
www.collibra.com
Thursday 26 August 2010
www.collibra.com
Thursday 26 August 2010
www.collibra.com
Thursday 26 August 2010
www.collibra.com
Thursday 26 August 2010
www.collibra.com
www.pieterdeleenheer.be
Thursday 26 August 2010
www.collibra.com
www.pieterdeleenheer.be
Thursday 26 August 2010
Thursday 26 August 2010
Thursday 26 August 2010
“Study Area”
asked to >20 people in the Ministry of Education and
Training
What is ...
Thursday 26 August 2010
‣ One of the 16 categories mentioned in article 19 in which academic trainings are bundled (decree concerning universities)
‣ A group of related training content (decree concerning education XIV)
‣ A group of related training content in secondary adult education or in higher vocational education (decree concerning adult education)
‣ One of the categories mentioned in articles 23 and 24 of the decree which bundles trainings (decree concerning the restructuring of higher education in Flanders)
‣ A group of structural components based on content-wise relations in technical and vocational education, as well as , in [...] (decree secondary education)
sample from an inquiry of >20 people in the Ministry
Well, it means ...
Thursday 26 August 2010
‣ One of the 16 categories mentioned in article 19 in which academic trainings are bundled (decree concerning universities)
‣ A group of related training content (decree concerning education XIV)
‣ A group of related training content in secondary adult education or in higher vocational education (decree concerning adult education)
‣ One of the categories mentioned in articles 23 and 24 of the decree which bundles trainings (decree concerning the restructuring of higher education in Flanders)
‣ A group of structural components based on content-wise relations in technical and vocational education, as well as , in [...] (decree secondary education)
sample from an inquiry of >20 people in the Ministry
Well, it means ...
In public administrations the decrees dictate the semantics of business terms and how they relate to each other.
This business context is a crucial source to give meaning to metadata.
Thursday 26 August 2010
‣ metadata
‣ is ambiguous
‣ is inconsistent
‣ is multi-form
Thursday 26 August 2010
‣ metadata
‣ is ambiguous
‣ is inconsistent
‣ is multi-form
Study Area
TutorStudent
Institute
Resume....
...
Thursday 26 August 2010
sample from an inquiry of >20 people in the Ministry
What is metadata?
Thursday 26 August 2010
‣ data about data, of information on a more abstract level;
‣ a conceptual framework that is unambiguous (= one meaning) and uniform (= holds for all);
‣ documentation for business analysts;
‣ description of the meaning of tables and fields of a database;
‣ from a technical point of view: auxiliary data about something;
‣ documentation about projects and processes and nothing more;
‣ a sort of classification of data that one manages, and that can be used and exchanged, so that at all times everybody knows what something means, and what its purpose is.
sample from an inquiry of >20 people in the Ministry
What is metadata?
Thursday 26 August 2010
‣ data about data, of information on a more abstract level;
‣ a conceptual framework that is unambiguous (= one meaning) and uniform (= holds for all);
‣ documentation for business analysts;
‣ description of the meaning of tables and fields of a database;
‣ from a technical point of view: auxiliary data about something;
‣ documentation about projects and processes and nothing more;
‣ a sort of classification of data that one manages, and that can be used and exchanged, so that at all times everybody knows what something means, and what its purpose is.
“The term ’metadata’ is widely used with different meanings. The common understanding of meta-data as ’data about data’ has misled
IT professionals and information workers alike”
Gartner(http://www.gartner.com/DisplayDocument?ref=g search&id=708407)
sample from an inquiry of >20 people in the Ministry
What is metadata?
Thursday 26 August 2010
SchemasSocial Tagging
Taxonomies Documents
SchemasSocial Tagging
Taxonomies Documents
Enterprise One Enterprise Two
Metadata Mishmash in Enterprise 2.0
Thursday 26 August 2010
SchemasSocial Tagging
Taxonomies Documents
SchemasSocial Tagging
Taxonomies Documents
Enterprise One Enterprise Two
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Metadata Mishmash in Enterprise 2.0
Thursday 26 August 2010
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
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Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAnimal Mammal
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameOS Computer
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Desktop
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameEngine Car
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Person
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameYear Wine
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameMan Woman
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCoffee Drink
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameComputer Mouse
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameCar Name
Person NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NamePerson NameAddress Person
Metadata Mishmash in Enterprise 2.0
Thursday 26 August 2010
SchemasSocial Tagging
Taxonomies Documents
SchemasSocial Tagging
Taxonomies Documents
Enterprise One Enterprise Two
B2B
Business Semantics Management Semantic Integration
meaningful
Metadata Mishmash in Enterprise 2.0
Thursday 26 August 2010
Conceptual Level
Relational Level
Technical Level
Implementation Level
concepts, definitions, glosses
relations, facts, taxonomies
star schemes, UML
database schema, code
Organisation
Operational/Technical
Business/Social
7tangible solutions for your business semantics
2. Create Every core term is syntactically described. E.g., Figure 3 illustrates the concept defini-
tion for term “Street Address” (specialisation of the type “Address”) in the BSG. Apart from its
gloss, it is described in terms of facts (eg “business address located in street”) and rules (eg
business address has exactly one zip code). For each term (within its context) there are certain
roles to play as a “steward concept and a number of relevant stakeholders. Each change is
carefully logged in order to be able go back any time. The activity is fed by implicit know-
how of domain experts, by to automatic extraction of facts from existing metadata (see De
Leenheer (2009) for a review of extraction techniques). According to our metadata landscape
analysis, many FMET entities have isolated `` grassroots’’ metadata initiatives. They manifest
themselves in various forms such as taxonomies, keyword systems, glossaries, information
about database fields, metadata in Web pages and content management systems (CMS).
These use many proprietary formats as well as open formats such as XSD and UML used.
Thanks to SBVR (OMG, 2007), the business concepts can be defined in a natural way, while at
anytime a formal enterprise information model can be automatically generated in any format.
3. Refine Fact types created in the previous activity are refined so they are understand-
able to both business and technology. E.g., The somewhat technical term “Empl” becomes
“Employee” or “EmplAddr” is revealed as the fact type “Employee residing in Residential
address.
4. Articulate Since multiple users parallelly render their perspective on a term, it may be that
after the refine activity some facts and rules impose contradicting statements. During this
activity, conflicts and inconsistencies are removed. Specifically designed algorithms may help
here. Eg. in the Netherlands an address is uniquely identified by a combination of postcode
and house number, while in Belgium a combination of postcode, street name and street
number is required.
5. During unification is a new version of the business model generated.
Figure 3 Screenshot of the term “Home Address” in the Business Seamntics Glossary.
Even though the concept definitions look like natural language, one can automati-cally generate an enterprise information model that provides a formal specification.
Levels & Types of Metadata
Thursday 26 August 2010
Conceptual Level
Relational Level
Technical Level
Implementation Level
concepts, definitions, glosses
relations, facts, taxonomies
star schemes, UML
database schema, code
Organisation
Operational/Technical
Business/Social
7tangible solutions for your business semantics
2. Create Every core term is syntactically described. E.g., Figure 3 illustrates the concept defini-
tion for term “Street Address” (specialisation of the type “Address”) in the BSG. Apart from its
gloss, it is described in terms of facts (eg “business address located in street”) and rules (eg
business address has exactly one zip code). For each term (within its context) there are certain
roles to play as a “steward concept and a number of relevant stakeholders. Each change is
carefully logged in order to be able go back any time. The activity is fed by implicit know-
how of domain experts, by to automatic extraction of facts from existing metadata (see De
Leenheer (2009) for a review of extraction techniques). According to our metadata landscape
analysis, many FMET entities have isolated `` grassroots’’ metadata initiatives. They manifest
themselves in various forms such as taxonomies, keyword systems, glossaries, information
about database fields, metadata in Web pages and content management systems (CMS).
These use many proprietary formats as well as open formats such as XSD and UML used.
Thanks to SBVR (OMG, 2007), the business concepts can be defined in a natural way, while at
anytime a formal enterprise information model can be automatically generated in any format.
3. Refine Fact types created in the previous activity are refined so they are understand-
able to both business and technology. E.g., The somewhat technical term “Empl” becomes
“Employee” or “EmplAddr” is revealed as the fact type “Employee residing in Residential
address.
4. Articulate Since multiple users parallelly render their perspective on a term, it may be that
after the refine activity some facts and rules impose contradicting statements. During this
activity, conflicts and inconsistencies are removed. Specifically designed algorithms may help
here. Eg. in the Netherlands an address is uniquely identified by a combination of postcode
and house number, while in Belgium a combination of postcode, street name and street
number is required.
5. During unification is a new version of the business model generated.
Figure 3 Screenshot of the term “Home Address” in the Business Seamntics Glossary.
Even though the concept definitions look like natural language, one can automati-cally generate an enterprise information model that provides a formal specification.
7tangible solutions for your business semantics
2. Create Every core term is syntactically described. E.g., Figure 3 illustrates the concept defini-
tion for term “Street Address” (specialisation of the type “Address”) in the BSG. Apart from its
gloss, it is described in terms of facts (eg “business address located in street”) and rules (eg
business address has exactly one zip code). For each term (within its context) there are certain
roles to play as a “steward concept and a number of relevant stakeholders. Each change is
carefully logged in order to be able go back any time. The activity is fed by implicit know-
how of domain experts, by to automatic extraction of facts from existing metadata (see De
Leenheer (2009) for a review of extraction techniques). According to our metadata landscape
analysis, many FMET entities have isolated `` grassroots’’ metadata initiatives. They manifest
themselves in various forms such as taxonomies, keyword systems, glossaries, information
about database fields, metadata in Web pages and content management systems (CMS).
These use many proprietary formats as well as open formats such as XSD and UML used.
Thanks to SBVR (OMG, 2007), the business concepts can be defined in a natural way, while at
anytime a formal enterprise information model can be automatically generated in any format.
3. Refine Fact types created in the previous activity are refined so they are understand-
able to both business and technology. E.g., The somewhat technical term “Empl” becomes
“Employee” or “EmplAddr” is revealed as the fact type “Employee residing in Residential
address.
4. Articulate Since multiple users parallelly render their perspective on a term, it may be that
after the refine activity some facts and rules impose contradicting statements. During this
activity, conflicts and inconsistencies are removed. Specifically designed algorithms may help
here. Eg. in the Netherlands an address is uniquely identified by a combination of postcode
and house number, while in Belgium a combination of postcode, street name and street
number is required.
5. During unification is a new version of the business model generated.
Figure 3 Screenshot of the term “Home Address” in the Business Seamntics Glossary.
Even though the concept definitions look like natural language, one can automati-cally generate an enterprise information model that provides a formal specification.
Levels & Types of Metadata
Thursday 26 August 2010
Conceptual Level
Relational Level
Technical Level
Implementation Level
concepts, definitions, glosses
relations, facts, taxonomies
star schemes, UML
database schema, code
Organisation
Operational/Technical
Business/Social
Levels & Types of Metadata
Thursday 26 August 2010
Conceptual Level
Relational Level
Technical Level
Implementation Level
concepts, definitions, glosses
relations, facts, taxonomies
star schemes, UML
database schema, code
Organisation
Operational/Technical
Business/Social
Levels & Types of Metadata
Thursday 26 August 2010
Conceptual Level
Relational Level
Technical Level
Implementation Level
concepts, definitions, glosses
relations, facts, taxonomies
star schemes, UML
database schema, code
Organisation
Operational/Technical
Business/Social
Levels & Types of Metadata
Thursday 26 August 2010
Conceptual Level
Relational Level
Technical Level
Implementation Level
concepts, definitions, glosses
relations, facts, taxonomies
star schemes, UML
database schema, code
Organisation
Operational/Technical
Business/Social
Levels & Types of Metadata
Thursday 26 August 2010
Operational/Technical
Business/Social
"Customer"
"Person in Country Belgium that bough a product last year"
"Person that buys our products with a certain frequency"
CRM DATABASE MAINFRAME
Manage the business context
Business communities, IT demand side
Technical communities, IT supply side
Mind the Gap
Thursday 26 August 2010
Operational/Technical
Business/Social
"Customer"
"Person in Country Belgium that bough a product last year"
"Person that buys our products with a certain frequency"
CRM DATABASE MAINFRAME
Manage the business context
Business communities, IT demand side
Technical communities, IT supply side data semantics: what does my data mean?
data governance: who is
responsible for my data?
data utilisation: how is my data utilised ?
data provenance: where
does my data come from?
Mind the Gap
data quality: how is my data evaluated?
Thursday 26 August 2010
"Customer"
"Person in Country Belgium that bough a product last year"
"Person that buys our products with a certain frequency"
CRM DATABASE MAINFRAME
Manage the business context
Business communities, IT demand side
Technical communities, IT supply side
Bridging the Gap
Thursday 26 August 2010
"Customer"
"Person in Country Belgium that bough a product last year"
"Person that buys our products with a certain frequency"
CRM DATABASE MAINFRAME
Manage the business context
Business communities, IT demand side
Technical communities, IT supply side
BUSINESS SEMANTICS is unified metadata that provides
meaningful answers
Bridging the Gap
Thursday 26 August 2010
"Customer"
"Person in Country Belgium that bough a product last year"
"Person that buys our products with a certain frequency"
CRM DATABASE MAINFRAME
Manage the business context
Business communities, IT demand side
Technical communities, IT supply side
BUSINESS SEMANTICS is unified metadata that provides
meaningful answers
Bridging the Gap
BUSINESS SEMANTICS is unified metadata that provides
meaningful answers
Thursday 26 August 2010
...more than technologyOrganisation Technology
Culture Methodology
Conceptual level
Relational level
Technical level
Implementation level
Thursday 26 August 2010
Dimensie 3: technologie
‣ Systematische en praktische toepassing van metadatabeheer die geïmplementeerd en ondersteund wordt door computersoftware en -hardware.
13
...
Thursday 26 August 2010
Reality Constraints
© Martin Hepp
Thursday 26 August 2010
Reality Constraints
© Martin Hepp
stop the clock ! big design
upfront
Thursday 26 August 2010
Reality Constraints
© Martin Hepp
stop the clock ! big design
upfront X years implementation
Thursday 26 August 2010
Reality Constraints
© Martin Hepp
stop the clock ! big design
upfront X years implementation
back to reality: first test after X years when business reality already
changed !
Thursday 26 August 2010
Agile methodology
‣ Two processes
‣ Semantic reconciliation of versatile metadata in uniform and unambiguous Business Semantics
‣ Semantic application of (derived) standardised Enterprise Information Model
‣ independent iterations: scalability by cross-feedback
‣ Governance through roles and responsibilities
Semantic Reconciliation Semantic Application
Articulate Unify Select CommitRefineCreateScope
15
Thursday 26 August 2010
Dimension 1: organisation
16
!‣ Een sociaal arrangement van
rollen en verantwoordelijkheden die als gemeenschappelijk doel informatiebeheer nastreven door aan metadatabeheer te doen.
‣ Ziet erop toe dat de methodologie wordt toegepast en juiste technologie gehanteerd wordt.
Thursday 26 August 2010
Dimensie 2: cultuur
‣ Bevat het gezamenlijk begrijpen, beheren en toepassen van metadata binnen de context van een onderneming.
17
Thursday 26 August 2010
Reference ArchitectureBusiness
Information /Communication
Technology
Strategy
(Infra)Structure
Operation
CasesSection 1.7 & Appendix
A
OrganisationSection 1.5 &
Chapter 4
CultureSection 1.6 & Chapter 5
TechnologySection 1.4 & Chapter 3 & Appendix B
MethodologySection 1.3 &
Chapter 2Maes’ Negenvlak
Thursday 26 August 2010
Business Drivers fuel the Perfect Team
Thursday 26 August 2010
Business Drivers fuel the Perfect Team
Thursday 26 August 2010
Business driver: documentation
‣ Tackle high-turnover
‣ Minimize loss of know-how
‣ Reconstruct reasoning steps of strategic advices
‣ Minimize overhead repetitive calls
20
`` Sometimes people do not know what data is out there. Knowing the whereabouts of data starts with many calls within and between business units over and over
again.'' (Anton Derks)
Thursday 26 August 2010
Business driver: communication
‣ Internal and external:e.g., data exchange with schools and software developers
‣ Technical specification (e.g., in the form of UML)
‣ Common “language” between knowledge workers (internally as well as within the outsourcing partnership)
21
`` No communication without metadata!''(Jan Dejonghe)
Thursday 26 August 2010
Business driver: re-usability
‣ accelerates the retrieval of assets and promotes their reuse
‣ facilitate the retrieval and reuse of software services in SOA
22
Thursday 26 August 2010
Business driver: Impact Analysis
‣ capture complex dependencies between different systems, people and applications
‣ ICT-outsourcing partnership as-is often cannot see the forest for the trees
23
`` You hear now and again: "they have changed something to the data table, and now it does not work anymore." (Frans Decuyper)
Thursday 26 August 2010
Business driver: disambiguation
‣ get rid of ambiguity and inconsistency in metadata
‣ intuitive
‣ repeated discussions
24
`` There are 180 000 teachers, more than one million students and thousands of educational institutions. FMET forms a large part of our society, hence it is certainly
important that labels are attributed the same meaning.''(Martin Maesen)
Thursday 26 August 2010
Business driver: uniformity
‣ Enterprise-wide
‣ More confidence
25
"In my early years I have worked on a glossary: the most difficult part was to obtain consensus." (Marleen Deputter)
Thursday 26 August 2010
Business driver: compliance
Metadata plays an important role in regulatory compliance, a field that is not much explored so far :
• Authentic sources: where data are spread over different systems, it is difficult to determine which of the systems is the original data source.
• Privacy: some data are covered by privacy legislation. When it is impossible to learn whether a piece of data is covered by privacy rules, it is difficult for an organization to comply with such regulation.
• Security: FMET has currently a Security Officer to verify regulatory compliance. Using metadata provenance of data can be logged.
26
Thursday 26 August 2010
Metadata Landscape
27
Thursday 26 August 2010
Metadata Landscape
27
O&V is ready for the next towards information maturity. • exchange platform for technology and best practices• teachable and repeatable metadata methodology• data governance
Thursday 26 August 2010
Metadata Repository Paradox
‣ Several reasons for this:
‣ the historically grown inconsistent and difficult to unlock collection of metadata sources;
‣ the structural independence of the business units ( called "entities");
‣ the intended independence of FMET towards its ICT-outsourcing partner HP;
‣ the general economic trend towards dynamic value networks;
‣ the increasing presence of "Web 3.0" where data and services are decentralized and accessible to each other via URIs. A vision shared with Semantic Web and Web Science communities (cf. IEEE CS Jan. 2010, etc.).
‣ However, a fully decentralized approach is not feasible within FMET where business semantics are determined by regulations.
28
Thursday 26 August 2010
Metadata Repository Paradox
‣ Several reasons for this:
‣ the historically grown inconsistent and difficult to unlock collection of metadata sources;
‣ the structural independence of the business units ( called "entities");
‣ the intended independence of FMET towards its ICT-outsourcing partner HP;
‣ the general economic trend towards dynamic value networks;
‣ the increasing presence of "Web 3.0" where data and services are decentralized and accessible to each other via URIs. A vision shared with Semantic Web and Web Science communities (cf. IEEE CS Jan. 2010, etc.).
‣ However, a fully decentralized approach is not feasible within FMET where business semantics are determined by regulations.
28
Alternatively, BSM stands and falls with two co-evolving initiatives: • a business semantics glossary (BSG)• an enterprise information model (EIM)
Supported by social roles and responsibilities and embedded in the existing enterprise architecture.
Thursday 26 August 2010
Scratching the Metadata SurfaceB
usin
ess /
Socia
lTech
nic
al /
Op
era
tion
al
Conceptual
Relational
Technical
Operational
Metadata Levels
decrees,
synonyms,
taxonomies, ...
facts,
rules,
patterns, ...
UML,
XSD,
ER, ...
SQL,
web-services
xpath, EDI, ...
XSD UML ER (Technical) Metadata Management
Business Intelligence
Data Integration Middleware
Business Model, Glossary, Process Documentation
Thursday 26 August 2010
Full-cycle Business Semantics ManagementB
usin
ess /
Socia
lTech
nic
al /
Op
era
tion
al
Conceptual
Relational
Technical
Operational
Metadata Levels
decrees,
synonyms,
taxonomies, ...
facts,
rules,
patterns, ...
UML,
XSD,
ER, ...
SQL,
web-services
xpath, EDI, ...
reco
ncili
atio
nap
plic
atio
nManual commitment
Automatically generated commitment
Business Vocabulary, Facts, Rules (SBVR)
Enterprise Information Model v1
Enterprise Information Model v2 ...
XSD UML ER
clos
ed-lo
op fe
edba
ck
Full-cyle Business Semantics Management
Thursday 26 August 2010
name lname city
pieter de leenheer
cy
brussels finland
person name
first name
last namecity
country
identified by / identifying
residing in / resides
born in / is birth place of
consisting of / part of
consisting of / part of
Fact-orientation
31
Thursday 26 August 2010
name lname city
pieter de leenheer
cy
brussels finland
person name
first name
last namecity
country
identified by / identifying
residing in / resides
born in / is birth place of
consisting of / part of
consisting of / part of
Fact-orientation
31
Thursday 26 August 2010
© 2010 Collibra nv/sa Ransbeekstraat 230, B-1120 Brussels T +32 2 263 21 18 F +32 2 263 21 59 www.collibra.com
Thursday 26 August 2010
© 2010 Collibra nv/sa Ransbeekstraat 230, B-1120 Brussels T +32 2 263 21 18 F +32 2 263 21 59 www.collibra.com
It is not about the metadata format.
The question is: how to deal with metadata in large organisations that need versatility in cross-referring business vocabularies ?
Thursday 26 August 2010
Semantics of Business Vocabulary and Rules (SBVR)
Semantic Community
URI_School URI_Address URI_Student
Shared Body of Meaning
Decree X
StudentVocabulary
Location Vocabulary
II
Facts, fact types, terms, rules
Dublin Core
Location Vocabulary
Speech community
Vocabulary
URI_Teacher ...
Meaning articulation
Concept Identifier
Thursday 26 August 2010
Community Governance
34
Thursday 26 August 2010
Business Semantics Glossary
Thursday 26 August 2010
Business Semantics Glossary
Thursday 26 August 2010
Business Semantics Glossary
Thursday 26 August 2010
Impact AnalysisB
usin
ess /
Socia
lTech
nic
al /
Op
era
tion
al
Conceptual
Relational
Technical
Operational
Metadata Levels
decrees,
synonyms,
taxonomies, ...
facts,
rules,
patterns, ...
UML,
XSD,
ER, ...
SQL,
web-services
xpath, EDI, ...
reco
ncili
atio
nap
plic
atio
nManual commitment
Automatically generated commitment
Business Vocabulary, Facts, Rules (SBVR)
Enterprise Information Model v1
Enterprise Information Model v2 ...
XSD UML ER
clos
ed-lo
op fe
edba
ck
Full-cyle Business Semantics Management
Thursday 26 August 2010
Business Semantics Enabler
ESB
xml 1
Middleware
Business Semantics Glossary
Stock Mngmt ERP
Business Semantics Studio
Enabler
Thursday 26 August 2010
Business Semantics Enabler
ESB
xml 1
Middleware
Business Semantics Glossary
Stock Mngmt ERP
Business Semantics Studio
Enabler
Thursday 26 August 2010
Business Semantics Enabler
ESB
xml 1
Middleware
Business Semantics Glossary
Stock Mngmt ERP
Business Semantics Studio
Enabler
Thursday 26 August 2010
Business Semantics Enabler
ESB
xml 1
Middleware
Business Semantics Glossary
Stock Mngmt ERP
Business Semantics Studio
Car Movement “5” did not specify a Car Group.
Enabler
Thursday 26 August 2010
Business Semantics Enabler
ESB Middleware
Business Semantics Glossary
Stock Mngmt ERP
Business Semantics Studio
Enabler
Thursday 26 August 2010
Business Semantics Enabler
ESB Middleware
Business Semantics Glossary
Stock Mngmt ERP
Business Semantics Studio
xml 1
Car Movement “120” assigns more than one Rental Car.
Enabler
Thursday 26 August 2010
Business Semantics Enabler
ESB Middleware
Business Semantics Glossary
Stock Mngmt ERP
Business Semantics Studio
Enabler
Thursday 26 August 2010
Business Semantics Enabler
ESB Middleware
Business Semantics Glossary
Stock Mngmt ERP
Business Semantics Studio
Enabler
Thursday 26 August 2010
Business Semantics Enabler
ESB Middleware
Business Semantics Glossary
Stock Mngmt ERP
Business Semantics Studio
xml 3
Rental Car “XSV829” cannot be assigned to Car Movement specifying Car Group
“Monovolume”.
Enabler
Thursday 26 August 2010
Business Semantics Enabler
ESB Middleware
Business Semantics Glossary
Stock Mngmt ERP
Business Semantics Studio
Enabler
Thursday 26 August 2010
Metadata Architecture & Governance
‣ A metadata charter is a Memorandum of Understanding that provides motivation, goals, and key stakeholders. It provides a framework of roles and responsibilities and it identifies certain authorities.
‣ Metadata principles establish start points for metadata management that must be respected. E.g., metadata must always be made publicly available and in an open standard format.
‣ Metadata policies contain clear guidelines for relevant actors within the organization to implement BSM in all its facets with sufficient quality and according to the principles.
Thursday 26 August 2010
Information Maturity
Thursday 26 August 2010
Prioritering
40
Thursday 26 August 2010
Zoom in op
‣ P1: uitrollen en ondersteunen van een Eénduidig Begrippenkader:
‣ geen one-shot, business verandert (vb. nieuw decreet)
‣ iteratieve aanpak
‣ versies als basis voor BIM
‣ P3: opstellen van een Bedrijfsinformatiemodel (BIM):
‣ overzicht data en relaties in organisatie
‣ vertrekkende vanuit projectnoden
41
Thursday 26 August 2010
Architectural evolution
Monster
Application
Thursday 26 August 2010
Architectural evolution
Application 1 Application 2
Data Model
Data
DBMS
Thursday 26 August 2010
Architectural evolution
Presentation 1 Presentation 2
Data Model
Data
DBMS
Business Logic 1 Business Logic 2
Presentation Tier
Business Logic Tier
Data Tier
Thursday 26 August 2010
Architectural evolution
Present. 1
Data Model
Data
DBMS
BL
Presentation Layer
Web Service Layer
Data Layer
Present. 2 Present. 3
BL BL BL BL BL BL
Data Model
Data
DBMS
BPM layer BP BP BP
Thursday 26 August 2010
Last Frontier of Separating Concerns ?
Present. 1
Data Model
Data
DBMS
BL
Presentation Layer
Web Service Layer
Physical Data Storage
Present. 2 Present. 3
BL BL BL BL BL BL
BPM layer BP BP BP
Data
Legacy
Data
Unstructured
Real world Semantics
DS DS DSSemantic Data Services DSwell we’re
here!
Thursday 26 August 2010
Last Frontier of Separating Concerns ?
Present. 1
Data Model
Data
DBMS
BL
Presentation Layer
Web Service Layer
Physical Data Storage
Present. 2 Present. 3
BL BL BL BL BL BL
BPM layer BP BP BP
Data
Legacy
Data
Unstructured
Real world Semantics
DS DS DSSemantic Data Services DSwell we’re
here!
Thursday 26 August 2010
Conclusions‣ Any organisation already has much valuable metadata as building blocks for
business semantics
‣ To enable business-IT transformation, business semantics should be represented in such a way that it refer both to real-world objects as to a formal specification
‣ Reconciliation of metadata into sharable and reusable semantic patterns requires more than careful selection of technologies: it requires also organisation, methodology, and culture
‣ identify business drivers that convince your senior management to prioritise and free the necessary budget and resources accordingly
‣ outline a roadmap to gradually implement business semantics management as part of the overall information architecture and governance plan
‣ Application of business semantics for EAI is much effective than traditional point-to-point or hub-and spoke approaches and costs less on the longer term
‣ The adoption of standards makes semantic systems sustainable over longer periods of time
info
rmat
ie /
juni
!"#
"
24
tmet
adat
a
Om adequaat informatiebeheer uit te bouwen is het onvoldoende om gegevens persistent vast te leggen. Daar zorgen databanken voor. Gegevens mogen nog zo goed gestructureerd zijn, als ze niet ontsloten kunnen worden naar derden, is hun waarde praktisch nihil. Het ICT-outsourcing-partnership tussen het Vlaamse ministerie van Onderwijs en Vorming (O&V) en EDS-Telindus, nu HP, erkent de noodzaak hiervan. Initiatieven zoals het uitbouwen van een datawarehouse en een information-governanceorganisatie zijn daar bewijzen van.In dit artikel beschrijven we hoe O&V is begeleid bij haar volgende grote stap naar informatiema-turiteit. Aan de hand van een metadataroadmap combineren we de metadatatechnologie, -metho-dologie, -cultuur en -organisatie die O&V in staat zullen stellen haar zuurverdiende gegevens semantisch te ontsluiten en zo te herwaarderen.
Gesloten-wereldsyndroomOm gegevens te ontsluiten moet men in staat zijn de informatie die erin verscholen zit te kunnen begrijpen. We willen een zinvol antwoord kunnen geven op onder meer de volgende missiekritieke vragen over gegevens:
1. Semantiek: wat is de betekenis van mijn gege-vens?
2. Gebruik: hoe worden mijn gegevens gebruikt? 3. Afkomst: waar komen mijn gegevens vandaan?4. Governance: wie is verantwoordelijk voor
welke gegevens?5. Kwaliteit: wat is de kwaliteit van mijn gege-
vens?
Veel informatiesystemen lijden aan het gesloten-wereldsyndroom. Ze zijn ontworpen vanuit de naïeve veronderstelling dat alle feiten er al in opgeslagen zijn en dat er nooit behoefte zal zijn aan grootschalige gegevensuitwisseling met andere systemen. Bovendien wordt een databank meestal ontworpen vanuit een IT/IS-standpunt. Daardoor is enkel de ontwerper vertrouwd met de interne structuur en regels ervan. De tech-nologische aard van het syndroom ligt in vendor lock-in van gegevens omdat ze worden opgeslagen in merkgebonden (lees: gesloten) formaten. Dit houdt natuurlijk geen steek in het huidige inter-nettijdperk waarin procesoverschrijdende gege-vensuitwisseling centraal staat.Het ICT-outsourcingpartnership is ervan over-tuigd dat ze, net zoals eerder met gegevens, aandacht moeten besteden aan het gestructureerd
Een berekende
sprong naar
informatiematuriteit
Metadataroadmap voor de Vlaamse overheidAdequaat informatiebeheer is meer dan alleen gegevens opslaan,
ze moeten ook ontsloten kunnen worden naar derden toe: er
is ook metadatabeheer nodig. Voor het Vlaamse ministerie van
Onderwijs en Vorming is een metadataroadmap opgesteld om haar
gegevens semantisch te ontsluiten en zo te herwaarderen.
Pieter De Leenheer, Aldo de Moor en Stijn Christiaens
Thursday 26 August 2010