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@Ditatoo1 #LavaCon
Content without Borders
Presenter: Alex Masycheff, CEO, Intuillion
@Ditatoo1 #LavaCon
Living in a Multi-Repository World
Marketing Customer Support
Technical Publications Development
Sales
Training
@Ditatoo1 #LavaCon
Living in a Multi-Repository World
Marketing Customer Support
Technical Publications Development
Sales
Training
@Ditatoo1 #LavaCon
How to Get Knowledge?
Marketing Customer Support
Technical Publications Development
Sales
Training
@Ditatoo1 #LavaCon
Taxonomy
Marketing Customer Support
Technical Publications Development
Sales
Training
@Ditatoo1 #LavaCon
Taxonomy Examples: Aircraft Manufacturer
Systems
Air conditioning & pressurization
Communications
APU
COCKPIT EMER ACCESS
BAGGAGE DOOR OPN
AVIONICS NOT CLSD
Fuel
E1 FUEL LO PRESS
HI TEMP
IMBALANCE
Doors
@Ditatoo1 #LavaCon
Taxonomy Examples: Aircraft Manufacturer
Systems
Air conditioning & pressurization
Communications
APU
COCKPIT EMER ACCESS
BAGGAGE DOOR OPN
AVIONICS NOT CLSD
Fuel
E1 FUEL LO PRESS
HI TEMP
IMBALANCE
Doors
@Ditatoo1 #LavaCon
Taxonomy Examples: Aircraft Manufacturer
Systems
Air conditioning & pressurization
Communications
APU
COCKPIT EMER ACCESS
BAGGAGE DOOR OPN
AVIONICS NOT CLSD
Fuel
E1 FUEL LO PRESS
HI TEMP
IMBALANCE
Doors
Emergency Procedures
@Ditatoo1 #LavaCon
Taxonomy Examples: Aircraft Manufacturer
Systems
Air conditioning & pressurization
Communications
APU
COCKPIT EMER ACCESS
BAGGAGE DOOR OPN
AVIONICS NOT CLSD
Fuel
E1 FUEL LO PRESS
HI TEMP
IMBALANCE
Doors
@Ditatoo1 #LavaCon
Taxonomy Example
Products
Charging Equipment
Smart Grid
Grid Automation
Transformer Substations
Projects
Project 1
Project 2
Project 3
Locale
Europe
North America
Applications
Horticulture
Street lights
Active Load Balancing
Audience
Internal
Installer
Operator
Sales
Service Maintenance
@Ditatoo1 #LavaCon
Taxonomy Examples: Aircraft Manufacturer
Systems
Air conditioning & pressurization
Communications
APU
COCKPIT EMER ACCESS
BAGGAGE DOOR OPN
AVIONICS NOT CLSD
Fuel
E1 FUEL LO PRESS
HI TEMP
IMBALANCE
Doors
@Ditatoo1 #LavaCon
Taxonomy Examples: Aircraft Manufacturer
Systems
Air conditioning & pressurization
Communications
APU
COCKPIT EMER ACCESS
BAGGAGE DOOR OPN
AVIONICS NOT CLSD
Fuel
E1 FUEL LO PRESS
HI TEMP
IMBALANCE
Doors
@Ditatoo1 #LavaCon
Taxonomy Example: Electricity Distributor
Products
Charging Equipment
Smart Grid
Grid Automation
Transformer Substations
Projects
Project 1
Project 2
Project 3
Locale
Europe
North America
Applications
Horticulture
Street lights
Active Load Balancing
Audience
Internal
Installer
Operator
Sales
Service Maintenance
@Ditatoo1 #LavaCon
Taxonomy Example: Electricity Distributor
Products
Charging Equipment
Smart Grid
Grid Automation
Transformer Substations
Projects
Project 1
Project 2
Project 3
Locale
Europe
North America
Applications
Horticulture
Street lights
Active Load Balancing
Audience
Internal
Installer
Operator
Sales
Service Maintenance
Publishing
engine
@Ditatoo1 #LavaCon
What Taxonomy Doesn’t Tell
Products
Charging Equipment
Smart Grid
Grid Automation
Transformer Substations
Projects
Project 1
Project 2
Project 3
Locale
Europe
North America
What products are involved in Project 1?
In what projects a specific product is involved?
Are projects region-specific?
What characteristics should an activity have to
be defined as project?
@Ditatoo1 #LavaCon
Ontology
Taxonomy
Semantic
Relationships
Rules
Inference
APILinkage
@Ditatoo1 #LavaCon
Ontology
Taxonomy
Semantic
Relationships
Rules
Inference
APILinkage
@Ditatoo1 #LavaCon
Ontology
Taxonomy
Semantic
Relationships
Rules
Inference
APILinkage
@Ditatoo1 #LavaCon
Semantic Relationships
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Issues
Toner
Cartridge
Connectivity
No ink
Ink leakage
No ink
Ink leakage
Wi-Fi
Wi-Fi
Cable
No network
Wrong IP address
Connector broken
USB port broken
Antenna broken
has feature
@Ditatoo1 #LavaCon
Semantic Relationships
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Issues
Toner
Cartridge
Connectivity
No ink
Ink leakage
No ink
Ink leakage
Wi-Fi
Wi-Fi
Cable
No network
Wrong IP address
Connector broken
USB port broken
Antenna broken
has feature
@Ditatoo1 #LavaCon
Semantic Relationships
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Issues
Toner
Cartridge
Connectivity
No ink
Ink leakage
No ink
Ink leakage
Wi-Fi
Wi-Fi
Cable
No network
Wrong IP address
Connector broken
USB port broken
Antenna broken
@Ditatoo1 #LavaCon
Ontology
Taxonomy
Semantic
Relationships
Rules
Inference
APILinkage
@Ditatoo1 #LavaCon
Semantic Relationships
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Issues
Toner
Cartridge
Connectivity
No ink
Ink leakage
No ink
Ink leakage
Wi-Fi
Wi-Fi
Cable
No network
Wrong IP address
Connector broken
USB port broken
Antenna broken
has feature
@Ditatoo1 #LavaCon
Rule
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Issues
Toner
Cartridge
Connectivity
No ink
Ink leakage
No ink
Ink leakage
Wi-Fi
Wi-Fi
Cable
No network
Wrong IP address
Connector broken
USB port broken
Antenna broken
has feature
If X has feature F,
and feature F
might have issue I
-> X might have
issue I
@Ditatoo1 #LavaCon
Semantic Relationships
EasyPrint All-In-One
Doesn’t Print
has issue
Wi Fi
has feature
Enabled
is in state
@Ditatoo1 #LavaCon
Rule
EasyPrint All-In-One
Doesn’t Print
has issue
Wi Fi
has feature
Enabled
is in state
If X has problem P, and X has
features F1 and F2, and feature
F1 has relationship R to feature
F2 -> the cause of the problem
is C.
@Ditatoo1 #LavaCon
Ontology
Taxonomy
Semantic
Relationships
Rules
Inference
APILinkage
@Ditatoo1 #LavaCon
Inference
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Issues
Toner
Cartridge
Connectivity
No ink
Ink leakage
No ink
Ink leakage
Wi-Fi
Wi-Fi
Cable
No network
Wrong IP address
Connector broken
USB port broken
Antenna broken
@Ditatoo1 #LavaCon
Inference
EasyPrint All-In-One
Doesn’t Print
has issue
Wi Fi
has feature
Enabled
is in state
Printer driver stopped
@Ditatoo1 #LavaCon
Value of Inference
• Produces new information
• Doesn’t require to foresee all possible combinations
• Enables multiple perspectives
@Ditatoo1 #LavaCon
Multiple Perspectives with Ontology
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Issues
Toner
Cartridge
Connectivity
No ink
Ink leakage
No ink
Ink leakage
Wi-Fi
Wi-Fi
Cable
No network
Wrong IP address
Connector broken
USB port broken
Antenna broken
has feature
@Ditatoo1 #LavaCon
Multiple Perspectives with Ontology
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Issues
Toner
Cartridge
Connectivity
No ink
Ink leakage
No ink
Ink leakage
Wi-Fi
Wi-Fi
Cable
No network
Wrong IP address
Connector broken
USB port broken
Antenna broken
has feature
@Ditatoo1 #LavaCon
Ontology
Taxonomy
Semantic
Relationships
Rules
Inference
APILinkage
@Ditatoo1 #LavaCon
From Ontology to Content
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Issues
Toner
Cartridge
Connectivity
No ink
Ink leakage
No ink
Ink leakage
Wi-Fi
Wi-Fi
Cable
No network
Wrong IP address
Connector broken
USB port broken
Antenna broken
FAQ
Customer
Support
Technical
publications
Marketing
@Ditatoo1 #LavaCon
Asking Questions
Printers
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Connectivity
Cable
Wi-Fi
Issues
Doesn’t print
Paper jam
Low ink
@Ditatoo1 #LavaCon
Asking Questions
Printers
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Connectivity
Cable
Wi-Fi
Issues
Doesn’t print
Paper jam
Low ink
@Ditatoo1 #LavaCon
Asking Questions
Printers
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Connectivity
Cable
Wi-Fi
Issues
Doesn’t print
Paper jam
Low ink
@Ditatoo1 #LavaCon
Asking Questions
Printers
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Connectivity
Cable
Wi-Fi
Issues
Doesn’t print
Paper jam
Low ink
might be caused by
@Ditatoo1 #LavaCon
Asking Questions
Printers
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Connectivity
Cable
Wi-Fi
Issues
Doesn’t print
Paper jam
Low ink
might be caused by
@Ditatoo1 #LavaCon
Asking Questions
Printers
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Connectivity
Cable
Wi-Fi
Issues
Doesn’t print
Paper jam
Low ink
might be caused by
@Ditatoo1 #LavaCon
Asking Questions
Printers
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Connectivity
Cable
Wi-Fi
Issues
Doesn’t print
Paper jam
Low ink
might be caused by
has connectivity
@Ditatoo1 #LavaCon
Asking Questions
Printers
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Connectivity
Cable
Wi-Fi
Issues
Doesn’t print
Paper jam
Low ink
might be caused by
has connectivity
@Ditatoo1 #LavaCon
Asking Questions
Printers
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Connectivity
Cable
Wi-Fi
Issues
Doesn’t print
Paper jam
Low ink
might be caused by
has connectivity
@Ditatoo1 #LavaCon
Asking Questions
Printers
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Connectivity
Cable
Wi-Fi
Issues
Doesn’t print
Paper jam
Low ink
might be caused by
has connectivity
@Ditatoo1 #LavaCon
Making Suggestions
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Training
Printing
Scanning
Basics Video
Advanced Printing
How to Scan
Scanning Tips
Wi-FiTechpubs dept.
Training dept.
Legal
Regulations
compliant with
Compliance dept.
@Ditatoo1 #LavaCon
Discovering Knowledge Gaps
Printers
Laser
Inkjet
EasyPrint All-In-One
EasyPrint Pro
EasyPrint Basic
Scanning
Faxing
Printing
Features
Copying
Training
Printing
Scanning
Basics Video
Advanced Printing
Wi-Fi
Legal
Regulations
@Ditatoo1 #LavaCon
Discovering Knowledge Gaps
Systems
Air conditioning & pressurization
Communications
APU
COCKPIT EMER ACCESS
BAGGAGE DOOR OPN
AVIONICS NOT CLSD
Fuel
E1 FUEL LO PRESS
HI TEMP
IMBALANCE
Doors
@Ditatoo1 #LavaCon
Ontology
Taxonomy
Semantic
Relationships
Rules
Inference
APILinkage
@Ditatoo1 #LavaCon
Ontology Formats
• RDF
• OWL
• Semantic Web Rule Language
• CycL
@Ditatoo1 #LavaCon
How to Create?
• Ontology editors:
• Protégé
• Fluent Editor
• API:
• Jena API
• OWL API
• Automatically:
• Intuillion NLP
• PoolParty
@Ditatoo1 #LavaCon
Visualizing Knowledge
Created in Protégé (RDF/XML)
Visualized in GraphDB
@Ditatoo1 #LavaCon
• Create a taxonomy:
• Who may need it?
• How may they use it?
• Analyze how the current content is linked:
• Do links represent semantic relationships?
• Is there content created by other departments?
• What the taxonomy doesn’t tell?
Practical Steps to Consider
@Ditatoo1 #LavaCon
Summary
• Ontology represents company’s knowledge from multiple
perspectives
• Ontology as a knowledge model connects content
created by different departments regardless of the
format and storage
• Ontology is written in a machine-readable format
understandable for smart applications
• These applications can allow different people navigate
and extract knowledge
@Ditatoo1 #LavaCon
Website: http://www.intuillion.com
Email: alex@intuillion.com
Contact Me
LinkedIn: DITAToo Community

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