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Slides presented at the ICT.Open conference.
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Clustering Cultural Heritage Objects Using Linked Data
Chris Dijkshoorn, Lora Aroyo and Guus Schreiber
Rijksmuseum Amsterdam
- Collection of ~1.000.000 items
- Print collection of ~600.000 prints
- Artworks on display ~8.000
Improve Access to Collections
Digitising Artworks
Print Room Online Project
- Make artworks accessible online
- Professional catalogers
- Process • Register artwork • Provide annotations • Digitise artwork
Annotating Artworks
Annotation Problems
- Focus on art-historical information
- Occasional lack of expertise regarding subject matter annotations
SEALINCMedia Project
- Crowdsource annotation process
- Find niche groups with required expertise
SEALINCMedia Niche Sourcing
TrustClusterSearch
User Modelling
Crowd
Cultural Heritage
Collection
Annotations
NicheExperts
NicheExperts
NicheExperts
Nichesourcing Annotations
NicheExpert
Japanese
Redstart
Goal
- Find clusters of artworks
- Find related artworks
Union List Of Artist Names
Cluster Search Linked Data
Iconclass
Art & Architecture Thesaurus
User Tags
1. URIs are used to name resources
2. HTTP URIs are used so the resource can be looked up
3. On looking up the URI useful information is returned according to the standards
4. Links to other URIs are included
title“Jeremiah Lamenting the Destruction of Jerusalem”
makerRembrandt van Rijn
materialoil paint
Data Rijksmuseum
Linked Data Iconclass
title“Jeremiah Lamenting the Destruction of Jerusalem”
content71O77
label “Jeremiah lamenting over the destruction of Jerusalem“
71label
“Old Testament”has broader
makerRembrandt van Rijn
materialoil paint
title“Jeremiah Lamenting the Destruction of Jerusalem”
makerRembrandt van Rijn
Linked Data Art & Architecture Thesaurus
content71O77
label “Jeremiah lamenting over the destruction of Jerusalem“
71label
“Old Testament”has broader
distinguished
from
materialoil paint oil pastels
makerRembrandt van Rijn
Koninck, Salomoninfluenced
teacher ofBol, Ferdinand
title“Jeremiah Lamenting the Destruction of Jerusalem”
distinguished
from
materialoil paint oil pastels
content71O77
label “Jeremiah lamenting over the destruction of Jerusalem“
71label
“Old Testament”has broader
Linked Data Union List of Artist Names
makerRembrandt van Rijn
Koninck, Salomoninfluenced
teacher ofBol, Ferdinand
Enriched Rijksmuseum Collection
content71O77
label “Jeremiah lamenting over the destruction of Jerusalem“
71label
“Old Testament”has broader
distinguished
from
materialoil paint oil pastels
title“Jeremiah Lamenting the Destruction of Jerusalem”
Cluster Search System
• Based on MultimediaN Eculture Demonstrator !
• Prolog Backend — JavaScript Frontend !
• Graph Search Algorithm
!!
Cluster Search Algorithm
• Match query with literal
• Find paths to artwork
• Use paths to create clusters
“Vermeer and the Delft Style”
Query: Vermeer
Exhibition Title
Exhibition- Delft Style
Exhibition Place
Tokyo
Exhibition Vrouw met Kind
Work
PlaceType
Type
Cluster Challenge Ranking Clusters
Cluster Challenge Abstraction Level
Cluster Challenge Abstraction Level
Cluster Challenge Ranking Items Based on Trust
Cluster Search Touch Interface
Demo http://signpainter.herokuapp.com/
Cluster Search Touch Interface
Demo signpainter.herokuapp.com
• Explore collection using tablet
• Relevance feedback through swipe gestures
Cluster Search Wrap Up
Demo semanticweb.cs.vu.nl/clustersearch Github github.com/rasvaan/cluster_search Email [email protected] Poster 73