This talk was given at the International Semantic Web Conference (ISWC 2014).
We discuss how SKOS is a starting point for developing an enterprise linked data strategy. We show how taxonomies can be extended by ontologies and linked open data.
Establishing a Linked Data Warehouse build the basis for unified views on various information sources.
SKOS as a key element in Enterprise Linked Data Strategies
1. SKOS as a Key Element in
Enterprise Linked Data Strategies
Andreas Blumauer, MSc IT
CEO of Semantic Web Company
Product owner of PoolParty Semantic Suite
2. Enterprise Linked Data:
Unified Views on various data sources
for example, based on
Linked Data
Warehouse
5. Example: Business intelligence dashboards
● Example:
Disease Prevalence Analysis
● Linking and analysis over
structured & unstructured
information
● Making use of
knowledge graphs and
linked open data
6. Example: Business intelligence dashboards
● Extraction of entities from text
○ diseases (MeSH)
○ geographical entities
(Geonames)
● Linking to DBpedia (HDI)
● Live Demo: http://integrator.
poolparty.biz
/report_medicine/
7. Revisiting the good old
‘ontology spectrum’
Taxonomy
Glossaries &
Folksonomy
Thesaurus
Semantic
Expressivity
Ontology
Is it a step-by-
step
approach?
8. Revisiting the good old
‘ontology spectrum’
Taxonomy
Glossaries &
Folksonomy
Thesaurus
Semantic
Expressivity
Ontology
Is it a step-by-
step
approach?
What do we
need for text
mining?
9. Revisiting the good old
‘ontology spectrum’
Taxonomy
Glossaries &
Folksonomy
Thesaurus
Semantic
Expressivity
Ontology
Is it a step-by-
step
approach?
Can it be used as
linked data?
What do we
need for text
mining?
10. Key questions for developing an
enterprise linked data strategy
Which skills do we need?
How to find the optimum
Taxonomy
Glossaries &
Folksonomy
Thesaurus
Semantic
Expressivity
Ontology
Is it a step-by-
step
approach?
Can it be used as
linked data?
What do we
need for text
mining?
cost-benefit ratio?
12. Text Corpus Analysis:
From simple tags to Taxonomies
Free terms (candidate terms) are extracted from document collections
… and asserted into the
controlled vocabulary.
15. Use Schema.org or other ontologies to
extend your SKOS knowledge graph
http://www.mycom.com/
taxonomy/62346723
Venice
prefLabel
http://www.mycom.com/
taxonomy/5456544
http://schema.org/City
http://schema.org/TouristAttraction
http://schema.org/ArtGallery
prefLabel St. Mark’s
Square
http://schema.org/containedIn
http://schema.org/location
http://www.mycom.com/
taxonomy/7835488
Peggy
Guggenheim
Museum
16. Enrich the enterprise knowledge graph
with facts from the Semantic Web
http://www.mycom.com/
taxonomy/62346723
Venice
prefLabel
http://schema.org/City
http://schema.org/TouristAttraction
http://schema.org/ArtGallery
prefLabel St. Mark’s
Square
http://schema.org/containedIn
http://schema.org/location
Peggy
Guggenheim
Museum
http://www.geonames.org/7302945
http://www.freebase.com/m/0q9rr
http://dbpedia.org/resource/
Peggy_Guggenheim_Collection
https://www.youtube.com/
VeniceGuggenheim
http://www.mycom.com/
taxonomy/5456544
http://www.mycom.com/
taxonomy/7835488
17. Wolters Kluwer uses SKOS as a ‘semantic
interface’ to link distributed content
Eurovoc Wolters Kluwer’s
labor law thesaurus
STW
Thesaurus
DBpedia
18. Use PoolParty PowerTagging to integrate
with Enterprise Content Systems
Confluence
Drupal
SharePoint 2013
19. Let your enterprise
Conclusio
knowledge graphs grow in
parallel to your staff’s
linked data skills!
20. Let’s get in contact!
Andreas Blumauer, MSc IT
a.blumauer@semantic-web.at
http://j.mp/ablvienna