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Andreas BlumauerCEO & Managing Partner
Semantic Web Company &PoolParty Semantic Suite
TAXONOMY BOOT CAMP LONDON 2016
SKOS as the core of Enterprise Knowledge Graphs
1
INTRODUCTION
2Semantic Web
Company
founder & CEO of
Andreas Blumauer
developer and vendor of
2004founded
5.5
current Version
active at
based on
Vienna
located
part ofTaxonomies Knowledge
Graphs
managed with
standard for part of
is a
>200serves customers
Taxonomies, Ontologies,
Knowledge GraphsHow do they fit together?
3
Benefiting from Knowledge Graphs
▸ Knowedge Discovery & Visualisation (‘follow your nose’)
▸ Analytics and complex queries (beyond search for ‘Pizza’)
▸ 360O views on business objects (systemic views)
▸4
Description (rather than a definition) of a Knowledge Graph
▸ Knowledge graphs provide holistic knowledge (multi-domain, source, granularity), including
▹ instance data (ground truth), either open, private, or closed
▹ schema data (vocabularies, ontologies)
▹ metadata (e.g. provenance, versioning, licensing)
▹ comprehensive taxonomies to categorize entities
▹ links between internal and external data
▹ mappings to data and documents stored in other systems and databases
Source: Prof. Sören Auer, Fraunhofer IAIS
5
Instance data
prefLabel
VeniceprefLabel
St. Mark’s Square
altLabel
Piazza San Marco
Peggy Guggenheim
Museum
Schema data
prefLabel
VeniceprefLabel
St. Mark’s Square
altLabel
Piazza San Marco
Peggy Guggenheim
Museum
http://schema.org/City
http://schema.org/TouristAttraction
http://schema.org/ArtGallery
Monday through Sunday, all day
openingHours
image
CC BY-SA 3.0
Metadata
prefLabel
VeniceprefLabel
St. Mark’s Square
altLabel
Piazza San Marco
Peggy Guggenheim
Museum
http://schema.org/City
http://schema.org/TouristAttraction
http://schema.org/ArtGallery
Monday through Sunday, all day
openingHours
CC BY-SA 3.0
Taxonomies and Thesauri
prefLabel
VeniceprefLabel
St. Mark’s Square
altLabel
Piazza San Marco
Peggy Guggenheim
Museum
http://schema.org/City
http://schema.org/TouristAttraction
http://schema.org/ArtGallery
Monday through Sunday, all day
prefLabel
Piazza
altLabelTown Square
broader
related
related
openingHours
CC BY-SA 3.0
Links between internal and external data
prefLabel
VeniceprefLabel
St. Mark’s Square
altLabel
Piazza San Marco
Peggy Guggenheim
Museum
http://schema.org/City
http://schema.org/TouristAttraction
http://schema.org/ArtGallery
Monday through Sunday, all day
prefLabel
Piazza
altLabelTown Square
broader
related
related
same as
openingHours
The Peggy Guggenheim Collection is a modern art museum on the Grand Canal in the Dorsoduro sestiere of Venice, Italy.
same as
CC BY-SA 3.0
Mappings to data and documentsstored in other systems
prefLabel
VeniceprefLabel
St. Mark’s Square
altLabel
Piazza San Marco
Peggy Guggenheim
Museum
http://schema.org/City
http://schema.org/TouristAttraction
http://schema.org/ArtGallery
Monday through Sunday, all day
prefLabel
Piazza
altLabelTown Square
broader
related
related
openingHours
Generic Use CasesBenefiting from Knowledge Graphs
12
Knowledge Discovery
Charles Crupelandt
won stages at
depicted
Jean Metzinger
painted by
Niels Bohr
inspired
exhibited atPeggy
Guggenheim Museum
Demo
Analytics and complex queries
Demo
360O views on business objects
More info
Essential FeaturesDevelop and sustain Knowledge
Graphs in Enterprises
16
From Simple to Complex
17 Taxonomy
Ontology
Ontology 1from library
Ontology 2(imported)
Ontology 3(custom-made)
Custom Schema
Integrated Machine Learning
18Content Manager
Integrator
Taxonomist/Ontologist
ThesaurusServer
Extractor
PowerTagging
uses API
is user of
is user of
is basis of
is basis of
Index
annotates
enriches
Corpus Learning/ Semantic Analysis
CMS
extends
is basis of
analyzesuses API
Data Quality
19
Determining the Knowledge Graph ‘Completeness’ for a given Domain
20
GET YOUR TEST ACCOUNT
GET CERTIFIED
21
Get your test account atwww.poolparty.biz/demo
Get certified atwww.poolparty.biz/academy/
CONNECT
Andreas BlumauerCEO, Semantic Web Company
▸ [email protected]▸ http://at.linkedin.com/in/andreasblumauer▸ https://twitter.com/semwebcompany ▸ https://ablvienna.wordpress.com/
22
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