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Using DBpedia at Semantic Web Company
Work on enterprise taxonomies and Linked Open Data (LOD) integration

Martin Kaltenböck
Semantic Web Company
www.semantic-web.at
www.poolparty.biz
These slides are published under :
http://creativecommons.org/licenses/by/3.0
About Semantic Web Company

•
•
•
•
•
•
•

Semantic Web Company founded 2000 in Vienna, Austria
20 experts in strategy, coding, consulting, research & PM
Main Product: PoolParty Semantic Suite (launched 2009)
Focus: Semantic Information Management & LOD Services
Serving global 500 companies, GOV & NGOs worldwide
EU- & US-based consulting services
Intense involvement in / support of LOD community

Partner Network:
Some Customers we server…

• Pearson
• Daimler
• Wolters Kluwer • Ministry of Finance (AUT)
• GBPN
• Credit Suisse• Council of EU
• Education Services (AUS)
• World Bank • Roche
• Wood Mackenzie • REEEP
About PoolParty Semantic Suite
Use Case 1
Dbpedia & Enterprise Taxonomies / Thesauri
• Creation of Seed Thesauri (SKOSsy service)
• Enriching & linking Thesauri (PoolParty LookUp Service)
• Expand (autopopulate) Thesauri
• Add definitions, altLabels, images, geo-information, …
• Additional language information
Open Data for Sustainable Development
OD4SD & what is important…

6
SKOSsy – Generate Thesauri on the fly!

http://skossy.semantic-web.at

LD Harvester in
PoolParty

SKOSsy Introduction Video
http://bit.ly/SKOSsy
7
Enriching Thesauri using Dbpedia

8
reegle.info Thesaurus in 5 languages

9
Use Case 2
Linked (Open) Data Integration
• Linked Open Data (LOD) Integration: MashUps
• LOD Integration: Data Analysis
• DBpedia based Entity Linking Approach
reegle.info Country Profiles on RE & EE

http://reegle.info/countries
11
Application example #1:
Energy Market Intelligence
Scenario #1:
I am an energy market researcher
at the International Energy Agency
(IEA).
I inform policy makers about the
situation in specific renewable
energy areas to develop targeted
energy support programs.
For my research I need indicators
about utilisation levels of all
alternative forms of energy with
regards to geographical and
political categories.

http://integrator.poolparty.biz/report_renewable/
12
How does it work…
• Articles about Renewable Energy
– 72,018 documents
– From ~300 web sources

• reegle Thesaurus: ~3,000 concepts
– Traverse hierarchies below main categories (wind, solar, etc.)
and classify documents

• Geonames
– Annotate documents with regards to their geographical entities

• DBpedia
– Lookup several Yago classes to all extracted geographical
entities to assert additional categories, e.g.: EU-countries,
French-speaking countries etc.
13
How does it work…
Semantic
Search

Geospatial
Search

Data
Visualisation

SPARQL
PoolParty Semantic Integrator

….
14
Application example #2:
Health Care
Scenario #2:
I am an information officer at
the Global Health Observatory of
the World Health Organisation.
I inform policy makers about the
global situation in specific
disease areas to direct support
to the required health support
programs.
For my research I need data
about disease prevalence in
relation
to
socio-economic
factors.

http://integrator.poolparty.biz/report_medicine/
How does it work…
• PubMed Articles
– Cardiovascular Diseases: 39,911 documents
– Neoplasms: 69,937 documents

– Nervous System Diseases: 48,128 documents

• MeSH: 26,700 concepts / 346,600 triples
– Traverse hierarchies below disease main categories and classify
documents

• Geonames
– Annotate documents with regards to their geographical entities

• DBpedia
– Lookup HDI (The Human Development Index (HDI) is a
composite statistic of life expectancy, education, and income
indices used to rank countries into four tiers of human
development)
16
Enity Linking using Dbpedia…
Solving the issue of disambiguation and thereby enable
better textmining & categorisation (semantic tagging).

• Interestingly, Democrats in Congress
and Clinton approved of similar interim funding
measures during the last government shutdown.
• Clinton was traded by the Boston Red Sox to the Los
Angeles Angels for Lee Thomas.
• Clinton is a Power Station located near Clinton, Illinois,
USA.

17
Further Reading & Announcements
The publication Linked Open Data: The Essentials gives
decision makers a good overview of Open Government, Open
Government Data, Open Data and Linked Open Data (LOD).
See: http://www.semantic-web.at/LOD-TheEssentials.pdf

European Data Forum 2014 (EDF2014)
• 19 – 20 March 2014, Greece Athens
• Call for Exhibition still open!
• See: http://2014.data-forum.eu

21.03.2014, Athens

SEMANTICS Conference
4. & 5. September 2014 in Leipzig, Germany
September 2015 in Vienna, Austria
www.semantics.cc coming soon !
Contact

Martin Kaltenböck
CFO, Semantic Web Company
+43 1 4021235
m.kaltenboeck@semantic-web.at
www.semantic-web.at
www.poolparty.biz

These slides are published under :
http://creativecommons.org/licenses/by/3.0

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Using DBpedia for Thesaurus Management and Linked Open Data Integration

  • 1. @semwebcompany @lod2project Using DBpedia at Semantic Web Company Work on enterprise taxonomies and Linked Open Data (LOD) integration Martin Kaltenböck Semantic Web Company www.semantic-web.at www.poolparty.biz These slides are published under : http://creativecommons.org/licenses/by/3.0
  • 2. About Semantic Web Company • • • • • • • Semantic Web Company founded 2000 in Vienna, Austria 20 experts in strategy, coding, consulting, research & PM Main Product: PoolParty Semantic Suite (launched 2009) Focus: Semantic Information Management & LOD Services Serving global 500 companies, GOV & NGOs worldwide EU- & US-based consulting services Intense involvement in / support of LOD community Partner Network:
  • 3. Some Customers we server… • Pearson • Daimler • Wolters Kluwer • Ministry of Finance (AUT) • GBPN • Credit Suisse• Council of EU • Education Services (AUS) • World Bank • Roche • Wood Mackenzie • REEEP
  • 5. Use Case 1 Dbpedia & Enterprise Taxonomies / Thesauri • Creation of Seed Thesauri (SKOSsy service) • Enriching & linking Thesauri (PoolParty LookUp Service) • Expand (autopopulate) Thesauri • Add definitions, altLabels, images, geo-information, … • Additional language information
  • 6. Open Data for Sustainable Development OD4SD & what is important… 6
  • 7. SKOSsy – Generate Thesauri on the fly! http://skossy.semantic-web.at LD Harvester in PoolParty SKOSsy Introduction Video http://bit.ly/SKOSsy 7
  • 9. reegle.info Thesaurus in 5 languages 9
  • 10. Use Case 2 Linked (Open) Data Integration • Linked Open Data (LOD) Integration: MashUps • LOD Integration: Data Analysis • DBpedia based Entity Linking Approach
  • 11. reegle.info Country Profiles on RE & EE http://reegle.info/countries 11
  • 12. Application example #1: Energy Market Intelligence Scenario #1: I am an energy market researcher at the International Energy Agency (IEA). I inform policy makers about the situation in specific renewable energy areas to develop targeted energy support programs. For my research I need indicators about utilisation levels of all alternative forms of energy with regards to geographical and political categories. http://integrator.poolparty.biz/report_renewable/ 12
  • 13. How does it work… • Articles about Renewable Energy – 72,018 documents – From ~300 web sources • reegle Thesaurus: ~3,000 concepts – Traverse hierarchies below main categories (wind, solar, etc.) and classify documents • Geonames – Annotate documents with regards to their geographical entities • DBpedia – Lookup several Yago classes to all extracted geographical entities to assert additional categories, e.g.: EU-countries, French-speaking countries etc. 13
  • 14. How does it work… Semantic Search Geospatial Search Data Visualisation SPARQL PoolParty Semantic Integrator …. 14
  • 15. Application example #2: Health Care Scenario #2: I am an information officer at the Global Health Observatory of the World Health Organisation. I inform policy makers about the global situation in specific disease areas to direct support to the required health support programs. For my research I need data about disease prevalence in relation to socio-economic factors. http://integrator.poolparty.biz/report_medicine/
  • 16. How does it work… • PubMed Articles – Cardiovascular Diseases: 39,911 documents – Neoplasms: 69,937 documents – Nervous System Diseases: 48,128 documents • MeSH: 26,700 concepts / 346,600 triples – Traverse hierarchies below disease main categories and classify documents • Geonames – Annotate documents with regards to their geographical entities • DBpedia – Lookup HDI (The Human Development Index (HDI) is a composite statistic of life expectancy, education, and income indices used to rank countries into four tiers of human development) 16
  • 17. Enity Linking using Dbpedia… Solving the issue of disambiguation and thereby enable better textmining & categorisation (semantic tagging). • Interestingly, Democrats in Congress and Clinton approved of similar interim funding measures during the last government shutdown. • Clinton was traded by the Boston Red Sox to the Los Angeles Angels for Lee Thomas. • Clinton is a Power Station located near Clinton, Illinois, USA. 17
  • 18. Further Reading & Announcements The publication Linked Open Data: The Essentials gives decision makers a good overview of Open Government, Open Government Data, Open Data and Linked Open Data (LOD). See: http://www.semantic-web.at/LOD-TheEssentials.pdf European Data Forum 2014 (EDF2014) • 19 – 20 March 2014, Greece Athens • Call for Exhibition still open! • See: http://2014.data-forum.eu 21.03.2014, Athens SEMANTICS Conference 4. & 5. September 2014 in Leipzig, Germany September 2015 in Vienna, Austria www.semantics.cc coming soon !
  • 19. Contact Martin Kaltenböck CFO, Semantic Web Company +43 1 4021235 m.kaltenboeck@semantic-web.at www.semantic-web.at www.poolparty.biz These slides are published under : http://creativecommons.org/licenses/by/3.0