SlideShare a Scribd company logo
1 of 19
Importance of
Ontology to Data
Warehouse Quality
Ontology
on·tol·o·gy
/änˈtäləjē/ noun
1. The branch of metaphysics dealing with the nature of being.
2. A set of concepts and categories in a subject area or domain that shows their properties and
the relations between them.
Ontology
A set of naming patterns, structures
& rules for each application.
Existing SDS Ontology
1. Application users have an
ontology
2. Application developers have
an ontology
3. On occasion they even overlap
Existing SDS Ontology
1. Application users have an
ontology
2. Application developers have
an ontology
3. On occasion they even overlap
Existing SDS Ontology
1. Application users have an
ontology
2. Application developers have
an ontology
3. On occasion they even overlap
Existing SDS Ontology
New application -
existing software
Existing SDS Ontology
Define an ontology
for your data
warehouse . . . or
someone else will
Ontology’s Nuts & Bolts
The Four Sub-components
of a Column Name
Four Parts of a Column Name
1. PRIME: who or what the column is about.
Example: CUSTOMER
Four Parts of a Column Name
2. CLASS: The type of information
Example: ADDRESS
Four Parts of a Column Name
3. PRE-MODIFIER: narrows its meaning
DELIVERY
Four Parts of a Column Name
4. POST-MODIFIER: further narrows meaning
Example: CONUS
The Four Parts of a Column
Name
CUSTOMER_DELIVERY_ADDRESS_CONUS
Prime
Subject
Subject
Class
Pre
Modifier
Post
Modifi
er
Software
Skillfully created . . . but
delivered with a side of
word salad
Software
Skillfully created . . . but
delivered with a side of
word salad
$$$
Wastes development time
Coming Soon . . .
Part II: Ontology How-to
Importance of Ontology in a Data Warehouse.pptx

More Related Content

Similar to Importance of Ontology in a Data Warehouse.pptx

Question answer template
Question answer templateQuestion answer template
Question answer templateThanuw Chaks
 
Eprints Special Session - DC-2006, Mexico
Eprints Special Session - DC-2006, MexicoEprints Special Session - DC-2006, Mexico
Eprints Special Session - DC-2006, MexicoEduserv Foundation
 
Extending models for controlled vocabularies to classification systems: model...
Extending models for controlled vocabularies to classification systems: model...Extending models for controlled vocabularies to classification systems: model...
Extending models for controlled vocabularies to classification systems: model...Marcia Zeng
 
ACS 248th Paper 71 ChAMP Project
ACS 248th Paper 71 ChAMP ProjectACS 248th Paper 71 ChAMP Project
ACS 248th Paper 71 ChAMP ProjectStuart Chalk
 
Semantic Web in Action: Ontology-driven information search, integration and a...
Semantic Web in Action: Ontology-driven information search, integration and a...Semantic Web in Action: Ontology-driven information search, integration and a...
Semantic Web in Action: Ontology-driven information search, integration and a...Amit Sheth
 
Semantic Web: Technolgies and Applications for Real-World
Semantic Web: Technolgies and Applications for Real-WorldSemantic Web: Technolgies and Applications for Real-World
Semantic Web: Technolgies and Applications for Real-WorldAmit Sheth
 
The paper trail:steps towards a reference model for the metadata ecology
The paper trail:steps towards a reference model for the metadata ecologyThe paper trail:steps towards a reference model for the metadata ecology
The paper trail:steps towards a reference model for the metadata ecologyR. John Robertson
 
Making working thesauri
Making working thesauriMaking working thesauri
Making working thesauriliddy
 
Metadata for Terminology / KOS Resources
Metadata for Terminology / KOS ResourcesMetadata for Terminology / KOS Resources
Metadata for Terminology / KOS ResourcesMarcia Zeng
 
Peckham 2014 i_em_ss
Peckham 2014 i_em_ssPeckham 2014 i_em_ss
Peckham 2014 i_em_ssEarthCube
 
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEWONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEWijait
 
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW ijait
 
Ontology and its various aspects
Ontology and its various aspectsOntology and its various aspects
Ontology and its various aspectssamhati27
 
OODBMS Concepts - National University of Singapore.pdf
OODBMS Concepts - National University of Singapore.pdfOODBMS Concepts - National University of Singapore.pdf
OODBMS Concepts - National University of Singapore.pdfssuserd5e338
 

Similar to Importance of Ontology in a Data Warehouse.pptx (20)

Question answer template
Question answer templateQuestion answer template
Question answer template
 
Eprints Special Session - DC-2006, Mexico
Eprints Special Session - DC-2006, MexicoEprints Special Session - DC-2006, Mexico
Eprints Special Session - DC-2006, Mexico
 
Extending models for controlled vocabularies to classification systems: model...
Extending models for controlled vocabularies to classification systems: model...Extending models for controlled vocabularies to classification systems: model...
Extending models for controlled vocabularies to classification systems: model...
 
20100427 Earthster Core Ontology
20100427 Earthster Core Ontology20100427 Earthster Core Ontology
20100427 Earthster Core Ontology
 
ACS 248th Paper 71 ChAMP Project
ACS 248th Paper 71 ChAMP ProjectACS 248th Paper 71 ChAMP Project
ACS 248th Paper 71 ChAMP Project
 
Semantic Web in Action: Ontology-driven information search, integration and a...
Semantic Web in Action: Ontology-driven information search, integration and a...Semantic Web in Action: Ontology-driven information search, integration and a...
Semantic Web in Action: Ontology-driven information search, integration and a...
 
Eprints Application Profile
Eprints Application ProfileEprints Application Profile
Eprints Application Profile
 
Ontology
OntologyOntology
Ontology
 
Semantic Web: Technolgies and Applications for Real-World
Semantic Web: Technolgies and Applications for Real-WorldSemantic Web: Technolgies and Applications for Real-World
Semantic Web: Technolgies and Applications for Real-World
 
The paper trail:steps towards a reference model for the metadata ecology
The paper trail:steps towards a reference model for the metadata ecologyThe paper trail:steps towards a reference model for the metadata ecology
The paper trail:steps towards a reference model for the metadata ecology
 
Making working thesauri
Making working thesauriMaking working thesauri
Making working thesauri
 
Metadata for Terminology / KOS Resources
Metadata for Terminology / KOS ResourcesMetadata for Terminology / KOS Resources
Metadata for Terminology / KOS Resources
 
Ontology Engineering
Ontology EngineeringOntology Engineering
Ontology Engineering
 
Peckham 2014 i_em_ss
Peckham 2014 i_em_ssPeckham 2014 i_em_ss
Peckham 2014 i_em_ss
 
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEWONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW
 
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW
ONTOLOGY VISUALIZATION PROTÉGÉ TOOLS – A REVIEW
 
Ontology and its various aspects
Ontology and its various aspectsOntology and its various aspects
Ontology and its various aspects
 
Taxonomy Fundamentals Workshop 2013
Taxonomy Fundamentals Workshop 2013Taxonomy Fundamentals Workshop 2013
Taxonomy Fundamentals Workshop 2013
 
OODBMS Concepts - National University of Singapore.pdf
OODBMS Concepts - National University of Singapore.pdfOODBMS Concepts - National University of Singapore.pdf
OODBMS Concepts - National University of Singapore.pdf
 
Ontology
OntologyOntology
Ontology
 

Recently uploaded

Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxJohnnyPlasten
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptSonatrach
 
Predicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project PresentationPredicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project PresentationBoston Institute of Analytics
 
Call Girls In Mahipalpur O9654467111 Escorts Service
Call Girls In Mahipalpur O9654467111  Escorts ServiceCall Girls In Mahipalpur O9654467111  Escorts Service
Call Girls In Mahipalpur O9654467111 Escorts ServiceSapana Sha
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationshipsccctableauusergroup
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfLars Albertsson
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfSocial Samosa
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfRachmat Ramadhan H
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Sapana Sha
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改atducpo
 
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...soniya singh
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiSuhani Kapoor
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...Florian Roscheck
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxEmmanuel Dauda
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPramod Kumar Srivastava
 
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...shivangimorya083
 

Recently uploaded (20)

Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptx
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
 
Predicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project PresentationPredicting Employee Churn: A Data-Driven Approach Project Presentation
Predicting Employee Churn: A Data-Driven Approach Project Presentation
 
Decoding Loan Approval: Predictive Modeling in Action
Decoding Loan Approval: Predictive Modeling in ActionDecoding Loan Approval: Predictive Modeling in Action
Decoding Loan Approval: Predictive Modeling in Action
 
Call Girls In Mahipalpur O9654467111 Escorts Service
Call Girls In Mahipalpur O9654467111  Escorts ServiceCall Girls In Mahipalpur O9654467111  Escorts Service
Call Girls In Mahipalpur O9654467111 Escorts Service
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships
 
Schema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdfSchema on read is obsolete. Welcome metaprogramming..pdf
Schema on read is obsolete. Welcome metaprogramming..pdf
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
 
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
Saket, (-DELHI )+91-9654467111-(=)CHEAP Call Girls in Escorts Service Saket C...
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
 
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
High Class Call Girls Noida Sector 39 Aarushi 🔝8264348440🔝 Independent Escort...
 
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service AmravatiVIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
VIP Call Girls in Amravati Aarohi 8250192130 Independent Escort Service Amravati
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
 
Customer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptxCustomer Service Analytics - Make Sense of All Your Data.pptx
Customer Service Analytics - Make Sense of All Your Data.pptx
 
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptxPKS-TGC-1084-630 - Stage 1 Proposal.pptx
PKS-TGC-1084-630 - Stage 1 Proposal.pptx
 
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...
Full night 🥵 Call Girls Delhi New Friends Colony {9711199171} Sanya Reddy ✌️o...
 

Importance of Ontology in a Data Warehouse.pptx

Editor's Notes

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