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Transcript of CHIP Project @ Rijksmuseum Amsterdam Cultural Heritage Information Personalization Eindhoven...
CHIP Project @ Rijksmuseum Amsterdam
Cultural Heritage Information PersonalizationCultural Heritage Information Personalization
Eindhoven University of Technology, the NetherlandsEindhoven University of Technology, the NetherlandsLora Aroyo, Paul De Bra, Natalia Stash & Yiwen Wang
Telematica Instituut, the NetherlandsTelematica Instituut, the NetherlandsRogier Brussee, Lloyd Rutledge
Rijksmuseum Amsterdam, the NetherlandsRijksmuseum Amsterdam, the NetherlandsPeter Gorgels
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Contents CHIP goalCHIP goal Approach to providing personalized Approach to providing personalized
accessaccess CHIP ArchitectureCHIP Architecture CHIP demonstratorsCHIP demonstrators Future Work and LinksFuture Work and Links
Cultural partner: Rijksmuseum Amsterdam
Onlinehttp://www.rijksmuseum.nlInside museum
7000 artworks
50000 artworks
Personalized Art ExperiencePersonalized
Web SitePersonalized Museum Tour
Personalized Tour on a Mobile Device
•Interactive user modeling•Personalization of navigation & presentation
•Printed tour maps through the Rijksmuseum
•Interactive user modeling•Route adaptation inside the Rijksmuseum
Artwork Description
Approach
Making museum metadatametadata available in RDF/OWLin RDF/OWL
Making relevant vocabulariesvocabularies available in in RDF/OWLRDF/OWL
Aligning & enrichingAligning & enriching vocabularies/metadata
Using resulting RDF/OWL graph for building a combined (virtual and physical) user modelcombined (virtual and physical) user model
Using the above results for (semi)automatic generation of virtual and physical museum toursgeneration of virtual and physical museum tours
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The Semantic Web = Web with a meaning
Information for the slide is taken from http://www.w3schools.com
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"If HTML and the Web made all the online documents look like one huge book, RDF, schema, and inference languages will make all the data in the world look like one huge database"Tim Berners-Lee, Weaving the Web, 1999
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Semantic Web: describing relationships
RembrandtCreator
• Rembrandt is the creator of the The Night Watch.• Rembrandt is the student of Peter Lastman.• The Night Watch was created on unprimed canvas.• Peter Lastman is the creator of Orestes and Pylades Disputing at
the Altar.
Student of Material support
Peter Lastman
The Night Watch
Unprimed canvas
Orestes and Pylades Disputing at the Altar
Creator
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Semantic Web: describing relationships
http://www.getty.edu/vocabularies/ulan#500011051 vra:creator
http://www.getty.edu/vocabularies/ulan#500032894
http://www.chip-project.org/Rijksmuseum#artefactSK-C-5
http://www.getty.edu/vocabularies/aat#300238097
Triples: {Subject, Predicate, Object}
vra:material.support
vra:creator
http://www.chip-project.org/Rijksmuseum#artefactSK-C-5
ulan:student_of
Converting Museum Metadata in RDF/OWL
Rijksmuseum data: ARIA database (Website-targeted)
729 artworks 47,329 triples
Adlib database (Curator-targeted) 16,156 artworks 400,405 triples
Converting Vocabularies in RDF/OWL
provided by E-Culture project (http://e-culture.multimedian.nl)
TGN (#425,517) ULAN (#1,896,936) AAT (#1,249,162)
provided by STITCH project(http://www.cs.vu.nl/STITCH)
IconClass (# 24349)
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Artist: Rembrandt van RijnArtist: Rembrandt van Rijn
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Style: BaroqueStyle: Baroque
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Location: AmsterdamLocation: Amsterdam
Aligning Vocabularies
Manual alignment of internal ARIAManual alignment of internal ARIA Rijksmuseum vocabulary to external (Getty and IconClassGetty and IconClass): 2825 mappings to 283 different AATAAT concepts 485 mappings to 263 different ULANULAN concepts 507 mappings to 69 different TGNTGN concepts 503 mappings to 178 different IconClassIconClass concepts
Oil paint Oil paint ARIA: artefactMaterial ARIA: artefactMaterial
Oil paintOil paint AAT: #300015050 AAT: #300015050
Symbolist artSymbolist art ARIA: #encyclopedia/ ARIA: #encyclopedia/00047132 00047132
SymbolistSymbolist AAT:#300021514 AAT:#300021514
Rembrandt Rembrandt ARIA: #artists/00016943ARIA: #artists/00016943
RembrandtRembrandt ULAN: #500011051 ULAN: #500011051Amsterdam Amsterdam ARIA: #Place88668ARIA: #Place88668
AmsterdamAmsterdam TGN: #1092823 TGN: #1092823
SplittingSplitting Rijksmuseum “Location/PeriodLocation/Period” metadata and mapping them to TGN Locations TGN Locations and AAT PeriodsAAT PeriodsAmsterdam, 1625-1650 Amsterdam, 1625-1650 RM: #Atlas157849 RM: #Atlas157849
Amsterdam Amsterdam TGN: #1092823TGN: #1092823
Second quarter of the 17th centurySecond quarter of the 17th century AAT: stylePeriod AAT: stylePeriod
Bible Bible ARIA: #encyclopedia/00046971ARIA: #encyclopedia/00046971
BibleBible IconClass: #7 IconClass: #7
AltarpiecesAltarpieces ARIA: # ARIA: #encyclopedia/00048862encyclopedia/00048862
Altar with altar-pieceAltar with altar-piece IconClass: # IconClass: #11Q71411311Q714113
Aligning Vocabularies
Manual alignment of internal AdLibManual alignment of internal AdLib Rijksmuseum vocabulary to external (GettyGetty): 534 different AATAAT concepts 3846 different ULANULAN concepts
Enriching Rijksmuseum Vocabulary
Adding and mapping AAT StyleAdding and mapping AAT Style metadata to artistsartists Rijksmuseum collection
Van Gogh Van Gogh ULAN: #500115588 ULAN: #500115588 hasStylehasStyle
RealistRealist AAT: #300172861 AAT: #300172861ImpressionistImpressionist AAT: #300021503 AAT: #300021503ExpressionistExpressionist AAT: #300021502 AAT: #300021502
Semantically Enriched Data
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style: Baroquestyle: Baroque
teacher of: Gerrit Douteacher of: Gerrit Dou
teacher of: Nicolaes teacher of: Nicolaes MaesMaes
teacher of: Ferdinand Bol teacher of: Ferdinand Bol
self-portraitself-portrait
militiamilitia
place: place: Amsterdam, Amsterdam, 1625 to 16501625 to 1650
RDF/OWL Graph for Building User Model
Asking users to rate any Rijksmuseum artwork: first 20 pre-selected by museum curators rest random
Possibility to rate semantic properties of artworks
You Rate - We Recommend
CHIP User Model - Core classes and properties
N-ary relation for Rate
Approaches to Solving Cold Start Problem
Input From FOAF profile External tagging or recommendation
systems profiles, e.g. flickr.com del.icio.us amazon.com iCity (http://icity.di.unito.it/dsa)
Automatically generated tours: “Favorites” tour Positively rated artworks “Recommended artworks” tour 20 top recommended artworks Creating tours manually: Adding artworks and topics to tours Searching for semantically related information
(via E-Culture API) related artists (students or teachers of an artist) artworks created in the same style as artist’s style etc..
Using RDF/OWL Museum Data & User Model for Generation of Museum Tours
CHIP Architecture
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CHIP Demonstrators
Future Work
Improving existing content-based Improving existing content-based recommendations algorithmrecommendations algorithm
Social aspectsSocial aspects based on FOAF profileFOAF profile Adapting the tour sequenceAdapting the tour sequence on the fly Mobile Guide on iPod TouchMobile Guide on iPod Touch
Links
www.chip-project.orgwww.chip-project.org CHIP demonstration tutorial PDA tour presentation
www.chip-project.org/demowww.chip-project.org/demo