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Using public (life sciences &
healthcare) RDF resources
in Neo4j
Dr. Jesús Barrasa
Director Sales Engineering EMEA - Neo4j
Based in London UK.
With Neo4j for 5 years (but a life of graphs)
Head of Sales Engineering in Europe.
Lead the Neosemantics (n10s) Labs project.
Me
Data practitioners with some basic
understanding of both RDF and Neo4j
Who is this talk for?
What are RDF resources?
Databases
Annotated Datasets
Public Vocabularies
Ontologies
Constraints
RDF
Which RDF resources?
How to access them?
● Bulk download
● API
○ URI deref
○ SPARQL
■ CONSTRUCT
■ DESCRIBE
■ SELECT
https://www.nlm.nih.gov/databases/download/mesh.html
What is RDF?
• A Model : URIs and Triples
• A query language: SPARQL (Uris and Triples… and variables)
• A number of serialisation formats: JSON-LD, Turtle, RDF/XML,...
“RDF is a standard model for data interchange
on the Web”
RDF Spec (https://www.w3.org/RDF/)
RDF triples form a graph
<http://www.wikidata.org/entity/Q84263196> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.wikidata.org/category/Disease> .
<http://www.wikidata.org/entity/Q84263196> <http://www.w3.org/2000/01/rdf-schema#label> "COVID-19" .
<http://www.wikidata.org/entity/Q84263196> <http://www.w3.org/2000/01/rdf-schema#subClassOf> <http://www.wikidata.org/entity/Q2633267> .
<http://www.wikidata.org/entity/Q2633267> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.wikidata.org/category/Disease> .
<http://www.wikidata.org/entity/Q2633267> <http://www.w3.org/2000/01/rdf-schema#label> "Atypical pneumonia" .
What is RDF? The Serialisation Formats
JSON-LD
N-Triples
RDF/XML
Turtle
● object is a Literal
↳ a node property●
● object is a resource
↳ a relationship●
● predicate is rdf:type
↳ a node label
RDF fits nicely into a Property Graph
https://jbarrasa.com/2016/06/07/importing-rdf-data-into-neo4j/
n10s does it for you
Neo4j-RDF integration
URL DEREF → RDF → n10s
SPARQL DESCRIBE → RDF → n10s
SPARQL CONSTRUCT → RDF → n10s
RDF DUMP → RDF → n10s
SPARQL SELECT → TABLE → LOAD CSV,
APOC
Let’s build a MVG for :
• Semantic search
• Knowledge discovery
• Knowledge reconciliation
Let’s do it… in 20 minutes!
https://www.gartner.com/en/documents/3985680
Demo
Diseases
Chemicals
and drugs
Infectious
Diseases
Virus
taxonomy
Virus
taxonomy
Diseases
Scientific
Literature
Next Steps
● Add more datasources
● Use Graph Algorithms
● Advanced Ontology/Schema usage:
○ Inferencing / Validation
COVID-19 Knowledge Graph Project
https://covidgraph.org/
Your turn!
Download Neo4j + n10s
https://neo4j.com/labs/neosemantics-rdf/
Link to sources from today’s session
https://github.com/jbarrasa/connections-lifesci
Using public (life sciences &
healthcare) RDF resources
in Neo4j
Dr. Jesús Barrasa
Director Sales Engineering EMEA - Neo4j
Questions?

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Using Public RDF Resources in Neo4j

  • 1. Using public (life sciences & healthcare) RDF resources in Neo4j Dr. Jesús Barrasa Director Sales Engineering EMEA - Neo4j
  • 2. Based in London UK. With Neo4j for 5 years (but a life of graphs) Head of Sales Engineering in Europe. Lead the Neosemantics (n10s) Labs project. Me
  • 3. Data practitioners with some basic understanding of both RDF and Neo4j Who is this talk for?
  • 4. What are RDF resources? Databases Annotated Datasets Public Vocabularies Ontologies Constraints RDF
  • 6. How to access them? ● Bulk download ● API ○ URI deref ○ SPARQL ■ CONSTRUCT ■ DESCRIBE ■ SELECT https://www.nlm.nih.gov/databases/download/mesh.html
  • 7. What is RDF? • A Model : URIs and Triples • A query language: SPARQL (Uris and Triples… and variables) • A number of serialisation formats: JSON-LD, Turtle, RDF/XML,... “RDF is a standard model for data interchange on the Web” RDF Spec (https://www.w3.org/RDF/)
  • 8. RDF triples form a graph <http://www.wikidata.org/entity/Q84263196> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.wikidata.org/category/Disease> . <http://www.wikidata.org/entity/Q84263196> <http://www.w3.org/2000/01/rdf-schema#label> "COVID-19" . <http://www.wikidata.org/entity/Q84263196> <http://www.w3.org/2000/01/rdf-schema#subClassOf> <http://www.wikidata.org/entity/Q2633267> . <http://www.wikidata.org/entity/Q2633267> <http://www.w3.org/1999/02/22-rdf-syntax-ns#type> <http://www.wikidata.org/category/Disease> . <http://www.wikidata.org/entity/Q2633267> <http://www.w3.org/2000/01/rdf-schema#label> "Atypical pneumonia" .
  • 9. What is RDF? The Serialisation Formats JSON-LD N-Triples RDF/XML Turtle
  • 10. ● object is a Literal ↳ a node property● ● object is a resource ↳ a relationship● ● predicate is rdf:type ↳ a node label RDF fits nicely into a Property Graph https://jbarrasa.com/2016/06/07/importing-rdf-data-into-neo4j/
  • 11. n10s does it for you
  • 12. Neo4j-RDF integration URL DEREF → RDF → n10s SPARQL DESCRIBE → RDF → n10s SPARQL CONSTRUCT → RDF → n10s RDF DUMP → RDF → n10s SPARQL SELECT → TABLE → LOAD CSV, APOC
  • 13. Let’s build a MVG for : • Semantic search • Knowledge discovery • Knowledge reconciliation Let’s do it… in 20 minutes! https://www.gartner.com/en/documents/3985680
  • 15. Next Steps ● Add more datasources ● Use Graph Algorithms ● Advanced Ontology/Schema usage: ○ Inferencing / Validation
  • 16. COVID-19 Knowledge Graph Project https://covidgraph.org/
  • 17. Your turn! Download Neo4j + n10s https://neo4j.com/labs/neosemantics-rdf/ Link to sources from today’s session https://github.com/jbarrasa/connections-lifesci
  • 18. Using public (life sciences & healthcare) RDF resources in Neo4j Dr. Jesús Barrasa Director Sales Engineering EMEA - Neo4j Questions?