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Connecting
Heterogeneous
Collections
using Linked Data
Victor de Boer
Web & Media Group, CS, Vrije Universiteit Amsterdam
Netherlands Institute for Sound and Vision
The Problem:
(historical) data is not integrated
• Researchers’ data is “lost” or
published without reusability
– In different physical locations
– In different file formats
– In different semantic structures
• We do not want to force one
monolithic data model
• Flexible integration
• Re-use existing data sources
Linked Data for Digital History
• Represent heterogeneous datasets with their own
data models in common format: Resource
Description Format (RDF)
– Link what can be linked
• re-use and re-usability
• Linked Data is the (technically) best way to
publish and share your (research) data
OBJECT EVENT
PLACE
TIME
PERSON
CONCEPT
PROVENANCE
www.w3.org/designissues/linkeddata.html
URIs
Use Web URIs for things you want to talk
about.
http://rijksmuseum.nl/data/painting1
My application can go there using HTTP (the
Web) and I get information about it
HTML page for humans
RDF data for machines
RDF Triples form Graphs
rijks:Painting001
geo:Haarlem
rijks:Frans_Hals
147590
52.38084, 4.63683
geo:Noord-Holland
geo:Netherlands
rijks:Painting002
http://lod-cloud.net/
Dutch Ships and Sailors
KB NEWSPAPERS
Dutch-Asiatic Shipping“VOC Opvarenden”
Jur Leinenga
Matthias van Rossum
Elbing voyagesArchangel voyages
HETEROGENEOUS but LINKED DATAMODELS
dss:Record
gzmvoc:Telling
gzmvoc:telling-1046-De_Berkel
__bnode_1
gzmvoc:aziatischeBemanning
dss:Ship
gzmvoc:Schip
gzmvoc: schip-1046-De_Berkel
dss:has_ship
gzmvoc:schip
"1046"
“Schip”
“De Berkel”
rdfs:label
dss:scheepsnaam
gzmvoc:scheepsnaam
dss:ShipType
gzmvoc:Scheepstype
gzmvoc: type-Ship
dss:has_shiptype
gzmvoc:has_shiptype
gzmvoc:scheepstype
“21”
“Moorse
mattroosen”
dss:azRegistratieKop
gzmvoc:azAantalMatrozen
gzmvoc:telling
gzmvoc:heeft DAS heenreis
dss:Record
das:Voyage
das:voyage-1918_61
Integrate datasets
No monolithic datamodel needed
No normalisation / dumbing down of data needed
Retain original model and intent
Reuse: Links to other web documents
Historical Newspapers
http://delpher.nl
isReferencedBy
mdb:Schip1 mdb:Kof
mdb:scheepsType
das:ShipX das:Kofship
das:typeOfShip
Aat:Kof
Aat:Platbodems
skos: broader
Reuse: background knowledge
AAT = Art & Architecture Thesaurus
http://www.getty.edu/research/tools/vocabularies/aat/
OWL = Web ontology language
https://www.w3.org/OWL/
Data analysis and visualisation
The interlinked knowledge graph makes it possible to
efficiently investigate integrated research questions.
DIVE: Event-Based
Browsing of Linked
Historical Media
Wrap up
1. Linked Data allows for flexible
integration of heterogeneous data,
metadata and background
knowledge media
2. (Re)use of web resources,
vocabularies and ontologies
allows for efficient and novel
research questions
3. Data provenance fits DH
requirements
Thank you
BIG ? LINKED? OPEN?
Wrap up
• Graphs, not tables
• Web standards and technologies
• URIs for things
• RDF (triples) to describe these things and
have links
• Distributed, heterogeneous (meta)data
• Integrate datasets in a flexible way
• Cross-collection, -institution, -domain
• Re-use background knowledge
• Provenance fits DH requirements well
• Knowledge graphs enable efficient
investigation of integrated research questions.
BIG DATA
LINKED DATA
OPEN DATA
Four V’s of Big Data
http://www.ey.com/GL/en/Services/Advisory/EY-big-data-big-opportunities-big-challenges
BIG DATA
LINKED DATA
VARIANCE as one of the V’s of
Big Data
VOLUME, VELOCITY are
challenges for LD
LINKED DATA
OPEN DATA
LINKED OPEN DATA
as the way to publish and reuse
datasets across the Web
www.w3.org/designissues/linkeddata.html

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Connecting Heterogeneous Collections using Linked Data

  • 1. Connecting Heterogeneous Collections using Linked Data Victor de Boer Web & Media Group, CS, Vrije Universiteit Amsterdam Netherlands Institute for Sound and Vision
  • 2. The Problem: (historical) data is not integrated • Researchers’ data is “lost” or published without reusability – In different physical locations – In different file formats – In different semantic structures • We do not want to force one monolithic data model • Flexible integration • Re-use existing data sources
  • 3. Linked Data for Digital History • Represent heterogeneous datasets with their own data models in common format: Resource Description Format (RDF) – Link what can be linked • re-use and re-usability • Linked Data is the (technically) best way to publish and share your (research) data OBJECT EVENT PLACE TIME PERSON CONCEPT PROVENANCE
  • 5. URIs Use Web URIs for things you want to talk about. http://rijksmuseum.nl/data/painting1 My application can go there using HTTP (the Web) and I get information about it HTML page for humans RDF data for machines
  • 6. RDF Triples form Graphs rijks:Painting001 geo:Haarlem rijks:Frans_Hals 147590 52.38084, 4.63683 geo:Noord-Holland geo:Netherlands rijks:Painting002
  • 8. Dutch Ships and Sailors KB NEWSPAPERS Dutch-Asiatic Shipping“VOC Opvarenden” Jur Leinenga Matthias van Rossum Elbing voyagesArchangel voyages
  • 9. HETEROGENEOUS but LINKED DATAMODELS dss:Record gzmvoc:Telling gzmvoc:telling-1046-De_Berkel __bnode_1 gzmvoc:aziatischeBemanning dss:Ship gzmvoc:Schip gzmvoc: schip-1046-De_Berkel dss:has_ship gzmvoc:schip "1046" “Schip” “De Berkel” rdfs:label dss:scheepsnaam gzmvoc:scheepsnaam dss:ShipType gzmvoc:Scheepstype gzmvoc: type-Ship dss:has_shiptype gzmvoc:has_shiptype gzmvoc:scheepstype “21” “Moorse mattroosen” dss:azRegistratieKop gzmvoc:azAantalMatrozen gzmvoc:telling gzmvoc:heeft DAS heenreis dss:Record das:Voyage das:voyage-1918_61 Integrate datasets No monolithic datamodel needed No normalisation / dumbing down of data needed Retain original model and intent
  • 10. Reuse: Links to other web documents Historical Newspapers http://delpher.nl isReferencedBy
  • 11. mdb:Schip1 mdb:Kof mdb:scheepsType das:ShipX das:Kofship das:typeOfShip Aat:Kof Aat:Platbodems skos: broader Reuse: background knowledge AAT = Art & Architecture Thesaurus http://www.getty.edu/research/tools/vocabularies/aat/ OWL = Web ontology language https://www.w3.org/OWL/
  • 12. Data analysis and visualisation The interlinked knowledge graph makes it possible to efficiently investigate integrated research questions.
  • 13. DIVE: Event-Based Browsing of Linked Historical Media
  • 14. Wrap up 1. Linked Data allows for flexible integration of heterogeneous data, metadata and background knowledge media 2. (Re)use of web resources, vocabularies and ontologies allows for efficient and novel research questions 3. Data provenance fits DH requirements
  • 16.
  • 17. BIG ? LINKED? OPEN?
  • 18. Wrap up • Graphs, not tables • Web standards and technologies • URIs for things • RDF (triples) to describe these things and have links • Distributed, heterogeneous (meta)data • Integrate datasets in a flexible way • Cross-collection, -institution, -domain • Re-use background knowledge • Provenance fits DH requirements well • Knowledge graphs enable efficient investigation of integrated research questions.
  • 20. Four V’s of Big Data http://www.ey.com/GL/en/Services/Advisory/EY-big-data-big-opportunities-big-challenges
  • 21. BIG DATA LINKED DATA VARIANCE as one of the V’s of Big Data VOLUME, VELOCITY are challenges for LD
  • 22.
  • 23. LINKED DATA OPEN DATA LINKED OPEN DATA as the way to publish and reuse datasets across the Web