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Smart Data Applications powered by the
Wikidata Knowledge Graph
Peter Haase
Rhein-Neckar Smart Data Meetup
Heidelberg, 9.12.2015
2
A Knowledge Graph
3
The Rise of Knowledge Graphs
4
Query	the Knowledge of Wikipedia	like a	Database
4
Wikipedia page A	query against Wikidata
5
• Collecting structured data. Unlike the
Wikipedias, which produce encyclopedic articles,
Wikidata collects data, in a structured form.
• Collaborative. The data in Wikidata is entered and
maintained by Wikidata editors, who decide on the
rules of content creation and management in
Wikidata supporting the notion of verifiability.
• Free. The data in Wikidata is published under the
Creative Commons
• Large.
• 15 million entities
• 34 million statements
• 80 million labels
• 350 languages
• >700 million triples
Wikidata
6
7
“Blazegraph™	has	been	selected	by	
the	Wikimedia	Foundation	to	be	the	
graph	database	platform	for	the	
Wikidata Query	Service.	Read	the	
Wikidata announcement	here.		
Blazegraph™	was	chosen	over	Titan,	
Neo4j,	Graph-X,	and	others	by	
Wikimedia	in	their	evaluation.”
Blazegraph Selected	by	Wikimedia
8
The	Wikidata Query	Service lets users ask Wikidata
complex questions,	and find	out	the answers.
• http://query.wikidata.org/
• RDF/SPARQL	engine (Blazegraph)
• Live	updates
• Simple	GUI
• Options
– Use of publicWikidata Query	Service
– Setup	of own endpointbased on	RDF	export
Wikidata Query Service
9
• Build your applications using Wikidata
• Free corpus of structured knowledge
• Easily accessible and standards-based
• Example:
• Google populates its Knowledge Graph from open sources
• Contextualize your enterprise data
• Wikidata provides stable identifiers for linking into the open data world
• Seamless integration of private data with open data
• Enrich Wikidata with your data
• Contribute your data to Wikidata
• Link to your own data, make it visible, Wikidata as a central hub
• Examples:
• Open biomedical databases
• Cultural heritage
Use Cases for the Wikidata Knowledge Graph
10
Enable companies to build and leverage their
own knowledge graphs.
• Offerings
• Software portfolio (Horizontal technology)
• Solutions & Services (Vertical solutions)
• Training and Consulting
• Approach
• Open source platform
• Standards-based (W3C Semantic Technology Stack)
metaphacts Mission: Build your own Knowledge Graph
11
metaphacts Supports the Whole Data Lifecyle
Data	
Extraction	&	
Integration	
Data Linking	&	
Enrichment
Storage	&	
Repositories
Querying	&	
Inferencing
Search
Visualization
Authoring
end-to-end
Platform
12
metaphacts Platform Architecture
Data
Services
Applications
Graph Database Graph Analytics ProvenanceSPARQL Endpoint
Catalog Services Exploration VisualizationConfiguration Search Access Control
Knowledge Graph Management App Factory
End Users
Data Source Management
Expert Users
Smart Apps
Developers
Inferencing
13
Demo Wikidata
http://wikidata.metaphacts.com/
14
Entity Search
15
Visual Search
16
Natural Language Search
17
18
Structured Search
19
Structured Search
20
• Cultural Heritage
• Pharma
• Industrie 4.0
Other Application Domains
21
ResearchSpace: Cultural Heritage Knowledge Graphs
22
● Wikidata Query	Service	– Query	the knowledgeof
Wikipedia	like a	database
http://query.wikidata.org/
http://wikidata.metaphacts.com
● Blazegraph – Highly scalable graph database
http://blazegraph.com/
● metaphacts – Build and leverage your own enterprise
knowledge graph!
http://www.metaphacts.com
Summary
23
metaphacts GmbH
Industriestraße 41
69190 Walldorf
Germany
p +49 6227 6989965
m +49 157 50152441
e info@metaphacts.com
@metaphacts
Contact us!

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