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Karma: Tools for Publishing Cultural Heritage Data in the Linked Open Data Cloud

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Karma: Tools for Publishing Cultural Heritage Data in the Linked Open Data Cloud

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Tools to convert data from databases to Linked Data. This presentation shows how Karma (iso.edu/integration/karma) is used to publish data from cultural heritage databases to the Linked Data cloud. Karma supports conversion of data to RDF according to user-selected ontologies and linking to other datasets such as dbpedia.org.

Transcript

  1. 1. Karma: Tools for Publishing Cultural Heritage Data as LOD Pedro Szekely and Craig Knoblock Information Sciences Institute, University of Southern California
  2. 2. “Linked” Open Data Crystal Bridges Museum of American Art Dallas Museum of Art I ndianapolis Museum of Art The Met ropolitan Museum of Art Nat ional Port rait Gallery Smit hsonian American Art Museum Pedro Szekely
  3. 3. “Linked” Open Data Crystal Bridges Museum of American Art Dallas Museum of Art I ndianapolis Museum of Art The Met ropolitan Museum of Art Nat ional Port rait Gallery Smit hsonian American Art Museum ✔ ✖ Pedro Szekely
  4. 4. Linked Open Data Crystal Bridges Museum of American Art Dallas Museum of Art I ndianapolis Museum of Art The Met ropolitan Museum of Art Nat ional Port rait Gallery Smit hsonian American Art Museum Pedro Szekely
  5. 5. Linked Open Data Pedro Szekely
  6. 6. Steps to Create Linked Data • Select ontologies … that define classes and properties for our data • Convert data to RDF … from the museum database to the ontologies • Identify links to other Linked Data datasets … to other museums and Link Data hubs Pedro Szekely
  7. 7. step 1: select and extend ontologies
  8. 8. Ontologies edm:ProvidedCHO aac:CulturalHeritageObject skos:Concept skos:Concept edm:hasType skos:narrower skos:prefLabelskos:prefLabel saam:objectId dcterms:date dcterms:provenance dcterms:rights dcterms:subject dcterms:medium dcterms:title dcterms:description dcterms:creator ore:Aggregation edm:EuropeanaAggregation crm:E89_Propositional_Objec t edm:WebResource edm:aggregatedCHO edm:hasView edm:Agent/crm:E39_Actor, foaf:Person aac:Person skos:altLabel rdaGr2:dateOfDeath rdaGr2:biographicalInformation rdaGr2:placeOfBirth rdaGr2:placeOfDeath rdaGr2:dateAssociated WithThePerson edm:Place/crm:E53_Place aac:Place aac:associatedPlace schema:PostalAddressschema:addressCountry schema:addressLocality schema:addressRegion schema:address skos:prefLabel schema:Country schema:name dcterms:format rdaGr2:dateOfBirth skos:prefLabel 8,261 44,027 20,077 41,267 15,573 41,267 15,573 268 saam:objectNumber saam:constituentId dcterms:created Pedro Szekely
  9. 9. step 2: Convert Data to RDF
  10. 10. Karma: Converts Your Data to Linked Data KARMA Pedro Szekely
  11. 11. Karma in Action Pedro Szekely
  12. 12. demo
  13. 13. DMA Sample Linked Data … dma:object_1982_35 a aac:CulturalHeritageObject ; aac:objectId "1982.35" ; dcterms:creator dma:person_John_Singer_Sargent ; dcterms:format "61.28 x 50.17 cm" ; dcterms:identifier "4,137,988" ; dcterms:medium "Oil on canvas" ; dcterms:rights "Dallas Museum of Art, gift of the Leland Fikes Foundation, Inc." ; dcterms:title "Dorothy" ; dcterms:type "Paintings" ; schema:endDate "1900" ; schema:startDate "1900” . dma:person_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1856" ; ont0:dateOfDeath "1925" ; foaf:name "John Singer Sargent" . … Pedro Szekely
  14. 14. step 3: identify links
  15. 15. Multiple “John Singer Sargent” ima:Singer_Sargent_John a aac:Person ; dct:date "1856-1925" ; foaf:name "John Singer Sargent" . ima:Singer_Sargent_John a aac:Person ; dct:date "1856-1925" ; foaf:name "John Singer Sargent" . saam:person_4253 a aac:Person ; saam:associatedPlace saam:SaamPlace_1357324439768t1r13950_0, saam:SaamPlace_1357324439768t1r13951_0 ; saam:constituentId "4253" ; rdaGr2:biographicalInformation “Painter. Sargent traveled …" ; rdaGr2:dateAssociatedWithThePerson "1990-10-1”, "1995-5-8" ; rdaGr2:dateOfBirth "1856-1-12" ; rdaGr2:dateOfDeath "1925-4-15" ; rdaGr2:placeOfBirth saam:SaamPlace_1357324439768t1r13952_0 ; rdaGr2:placeOfDeath saam:SaamPlace_1357324439768t1r13953_0 ; skos:altLabel "John S. Sargent" ; skos:prefLabel "John Singer Sargent" . saam:person_4253 a aac:Person ; saam:associatedPlace saam:SaamPlace_1357324439768t1r13950_0, saam:SaamPlace_1357324439768t1r13951_0 ; saam:constituentId "4253" ; rdaGr2:biographicalInformation “Painter. Sargent traveled …" ; rdaGr2:dateAssociatedWithThePerson "1990-10-1”, "1995-5-8" ; rdaGr2:dateOfBirth "1856-1-12" ; rdaGr2:dateOfDeath "1925-4-15" ; rdaGr2:placeOfBirth saam:SaamPlace_1357324439768t1r13952_0 ; rdaGr2:placeOfDeath saam:SaamPlace_1357324439768t1r13953_0 ; skos:altLabel "John S. Sargent" ; skos:prefLabel "John Singer Sargent" . cb:12_4567 a aac:Person ; ont0:dateOfBirth "1879", "1885" ; ont0:dateOfDeath "1925" ; skos:prefLabel "John Singer Sargent" . cb:12_4567 a aac:Person ; ont0:dateOfBirth "1879", "1885" ; ont0:dateOfDeath "1925" ; skos:prefLabel "John Singer Sargent" . met:person_1893_3819 a aac:Person ; ont0:placeOfResidence "North and Central America", "United States" ; foaf:name "John Singer Sargent" . met:person_1893_3819 a aac:Person ; ont0:placeOfResidence "North and Central America", "United States" ; foaf:name "John Singer Sargent" . dma:person_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1856" ; ont0:dateOfDeath "1925" ; foaf:name "John Singer Sargent" . dma:person_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1856" ; ont0:dateOfDeath "1925" ; foaf:name "John Singer Sargent" . Pedro Szekely
  16. 16. John Singer Sargent ima:SaamPerson_John_Singer_Sargent a aac:Person ; dct:date "1856-1925" ; foaf:name "John Singer Sargent" . ima:SaamPerson_John_Singer_Sargent a aac:Person ; dct:date "1856-1925" ; foaf:name "John Singer Sargent" . aac:Person_4253 a aac:Person ; saam:associatedPlace saam:SaamPlace_1357324439768t1r13950_0, saam:SaamPlace_1357324439768t1r13951_0 ; saam:constituentId "4253" ; rdaGr2:biographicalInformation “Painter. Sargent traveled …" ; rdaGr2:dateAssociatedWithThePerson "1990-10-1”, "1995-5-8" ; rdaGr2:dateOfBirth "1856-1-12" ; rdaGr2:dateOfDeath "1925-4-15" ; rdaGr2:placeOfBirth saam:SaamPlace_1357324439768t1r13952_0 ; rdaGr2:placeOfDeath saam:SaamPlace_1357324439768t1r13953_0 ; skos:altLabel "John S. Sargent" ; skos:prefLabel "John Singer Sargent" . aac:Person_4253 a aac:Person ; saam:associatedPlace saam:SaamPlace_1357324439768t1r13950_0, saam:SaamPlace_1357324439768t1r13951_0 ; saam:constituentId "4253" ; rdaGr2:biographicalInformation “Painter. Sargent traveled …" ; rdaGr2:dateAssociatedWithThePerson "1990-10-1”, "1995-5-8" ; rdaGr2:dateOfBirth "1856-1-12" ; rdaGr2:dateOfDeath "1925-4-15" ; rdaGr2:placeOfBirth saam:SaamPlace_1357324439768t1r13952_0 ; rdaGr2:placeOfDeath saam:SaamPlace_1357324439768t1r13953_0 ; skos:altLabel "John S. Sargent" ; skos:prefLabel "John Singer Sargent" . cb:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1879", "1885" ; ont0:dateOfDeath "1925" ; skos:prefLabel "John Singer Sargent" . cb:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1879", "1885" ; ont0:dateOfDeath "1925" ; skos:prefLabel "John Singer Sargent" . met:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:placeOfResidence "North and Central America", "United States" ; foaf:name "John Singer Sargent" . met:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:placeOfResidence "North and Central America", "United States" ; foaf:name "John Singer Sargent" . dallas:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1856" ; ont0:dateOfDeath "1925" ; foaf:name "John Singer Sargent" . dallas:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1856" ; ont0:dateOfDeath "1925" ; foaf:name "John Singer Sargent" . Pedro Szekely
  17. 17. Linking “John Singer Sargent” saam:person_4253 owl:sameAs cb:12_4567 ; owl:sameAs dma:person_John_Singer_Sargent ; owl:sameAs ima:Singer_Sargent_John ; owl:sameAs met:SaamPerson_John_Singer_Sargent ; owl:sameAs dbpedia:John_Singer_Sargent ; owl:sameAs nytimes/N49129220686803623753 ; owl:sameAs w-flick/John_Singer_Sargent ; ... . saam:person_4253 owl:sameAs cb:12_4567 ; owl:sameAs dma:person_John_Singer_Sargent ; owl:sameAs ima:Singer_Sargent_John ; owl:sameAs met:SaamPerson_John_Singer_Sargent ; owl:sameAs dbpedia:John_Singer_Sargent ; owl:sameAs nytimes/N49129220686803623753 ; owl:sameAs w-flick/John_Singer_Sargent ; ... . Pedro Szekely
  18. 18. Linking with Karma Pedro Szekely
  19. 19. Results of Automatic Linking DBPedia 2,194 New York Times 70 ULAN 2,110 Rijksmuseum 551 Pedro Szekely
  20. 20. Summary Pedro Szekely

Description

Tools to convert data from databases to Linked Data. This presentation shows how Karma (iso.edu/integration/karma) is used to publish data from cultural heritage databases to the Linked Data cloud. Karma supports conversion of data to RDF according to user-selected ontologies and linking to other datasets such as dbpedia.org.

Transcript

  1. 1. Karma: Tools for Publishing Cultural Heritage Data as LOD Pedro Szekely and Craig Knoblock Information Sciences Institute, University of Southern California
  2. 2. “Linked” Open Data Crystal Bridges Museum of American Art Dallas Museum of Art I ndianapolis Museum of Art The Met ropolitan Museum of Art Nat ional Port rait Gallery Smit hsonian American Art Museum Pedro Szekely
  3. 3. “Linked” Open Data Crystal Bridges Museum of American Art Dallas Museum of Art I ndianapolis Museum of Art The Met ropolitan Museum of Art Nat ional Port rait Gallery Smit hsonian American Art Museum ✔ ✖ Pedro Szekely
  4. 4. Linked Open Data Crystal Bridges Museum of American Art Dallas Museum of Art I ndianapolis Museum of Art The Met ropolitan Museum of Art Nat ional Port rait Gallery Smit hsonian American Art Museum Pedro Szekely
  5. 5. Linked Open Data Pedro Szekely
  6. 6. Steps to Create Linked Data • Select ontologies … that define classes and properties for our data • Convert data to RDF … from the museum database to the ontologies • Identify links to other Linked Data datasets … to other museums and Link Data hubs Pedro Szekely
  7. 7. step 1: select and extend ontologies
  8. 8. Ontologies edm:ProvidedCHO aac:CulturalHeritageObject skos:Concept skos:Concept edm:hasType skos:narrower skos:prefLabelskos:prefLabel saam:objectId dcterms:date dcterms:provenance dcterms:rights dcterms:subject dcterms:medium dcterms:title dcterms:description dcterms:creator ore:Aggregation edm:EuropeanaAggregation crm:E89_Propositional_Objec t edm:WebResource edm:aggregatedCHO edm:hasView edm:Agent/crm:E39_Actor, foaf:Person aac:Person skos:altLabel rdaGr2:dateOfDeath rdaGr2:biographicalInformation rdaGr2:placeOfBirth rdaGr2:placeOfDeath rdaGr2:dateAssociated WithThePerson edm:Place/crm:E53_Place aac:Place aac:associatedPlace schema:PostalAddressschema:addressCountry schema:addressLocality schema:addressRegion schema:address skos:prefLabel schema:Country schema:name dcterms:format rdaGr2:dateOfBirth skos:prefLabel 8,261 44,027 20,077 41,267 15,573 41,267 15,573 268 saam:objectNumber saam:constituentId dcterms:created Pedro Szekely
  9. 9. step 2: Convert Data to RDF
  10. 10. Karma: Converts Your Data to Linked Data KARMA Pedro Szekely
  11. 11. Karma in Action Pedro Szekely
  12. 12. demo
  13. 13. DMA Sample Linked Data … dma:object_1982_35 a aac:CulturalHeritageObject ; aac:objectId "1982.35" ; dcterms:creator dma:person_John_Singer_Sargent ; dcterms:format "61.28 x 50.17 cm" ; dcterms:identifier "4,137,988" ; dcterms:medium "Oil on canvas" ; dcterms:rights "Dallas Museum of Art, gift of the Leland Fikes Foundation, Inc." ; dcterms:title "Dorothy" ; dcterms:type "Paintings" ; schema:endDate "1900" ; schema:startDate "1900” . dma:person_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1856" ; ont0:dateOfDeath "1925" ; foaf:name "John Singer Sargent" . … Pedro Szekely
  14. 14. step 3: identify links
  15. 15. Multiple “John Singer Sargent” ima:Singer_Sargent_John a aac:Person ; dct:date "1856-1925" ; foaf:name "John Singer Sargent" . ima:Singer_Sargent_John a aac:Person ; dct:date "1856-1925" ; foaf:name "John Singer Sargent" . saam:person_4253 a aac:Person ; saam:associatedPlace saam:SaamPlace_1357324439768t1r13950_0, saam:SaamPlace_1357324439768t1r13951_0 ; saam:constituentId "4253" ; rdaGr2:biographicalInformation “Painter. Sargent traveled …" ; rdaGr2:dateAssociatedWithThePerson "1990-10-1”, "1995-5-8" ; rdaGr2:dateOfBirth "1856-1-12" ; rdaGr2:dateOfDeath "1925-4-15" ; rdaGr2:placeOfBirth saam:SaamPlace_1357324439768t1r13952_0 ; rdaGr2:placeOfDeath saam:SaamPlace_1357324439768t1r13953_0 ; skos:altLabel "John S. Sargent" ; skos:prefLabel "John Singer Sargent" . saam:person_4253 a aac:Person ; saam:associatedPlace saam:SaamPlace_1357324439768t1r13950_0, saam:SaamPlace_1357324439768t1r13951_0 ; saam:constituentId "4253" ; rdaGr2:biographicalInformation “Painter. Sargent traveled …" ; rdaGr2:dateAssociatedWithThePerson "1990-10-1”, "1995-5-8" ; rdaGr2:dateOfBirth "1856-1-12" ; rdaGr2:dateOfDeath "1925-4-15" ; rdaGr2:placeOfBirth saam:SaamPlace_1357324439768t1r13952_0 ; rdaGr2:placeOfDeath saam:SaamPlace_1357324439768t1r13953_0 ; skos:altLabel "John S. Sargent" ; skos:prefLabel "John Singer Sargent" . cb:12_4567 a aac:Person ; ont0:dateOfBirth "1879", "1885" ; ont0:dateOfDeath "1925" ; skos:prefLabel "John Singer Sargent" . cb:12_4567 a aac:Person ; ont0:dateOfBirth "1879", "1885" ; ont0:dateOfDeath "1925" ; skos:prefLabel "John Singer Sargent" . met:person_1893_3819 a aac:Person ; ont0:placeOfResidence "North and Central America", "United States" ; foaf:name "John Singer Sargent" . met:person_1893_3819 a aac:Person ; ont0:placeOfResidence "North and Central America", "United States" ; foaf:name "John Singer Sargent" . dma:person_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1856" ; ont0:dateOfDeath "1925" ; foaf:name "John Singer Sargent" . dma:person_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1856" ; ont0:dateOfDeath "1925" ; foaf:name "John Singer Sargent" . Pedro Szekely
  16. 16. John Singer Sargent ima:SaamPerson_John_Singer_Sargent a aac:Person ; dct:date "1856-1925" ; foaf:name "John Singer Sargent" . ima:SaamPerson_John_Singer_Sargent a aac:Person ; dct:date "1856-1925" ; foaf:name "John Singer Sargent" . aac:Person_4253 a aac:Person ; saam:associatedPlace saam:SaamPlace_1357324439768t1r13950_0, saam:SaamPlace_1357324439768t1r13951_0 ; saam:constituentId "4253" ; rdaGr2:biographicalInformation “Painter. Sargent traveled …" ; rdaGr2:dateAssociatedWithThePerson "1990-10-1”, "1995-5-8" ; rdaGr2:dateOfBirth "1856-1-12" ; rdaGr2:dateOfDeath "1925-4-15" ; rdaGr2:placeOfBirth saam:SaamPlace_1357324439768t1r13952_0 ; rdaGr2:placeOfDeath saam:SaamPlace_1357324439768t1r13953_0 ; skos:altLabel "John S. Sargent" ; skos:prefLabel "John Singer Sargent" . aac:Person_4253 a aac:Person ; saam:associatedPlace saam:SaamPlace_1357324439768t1r13950_0, saam:SaamPlace_1357324439768t1r13951_0 ; saam:constituentId "4253" ; rdaGr2:biographicalInformation “Painter. Sargent traveled …" ; rdaGr2:dateAssociatedWithThePerson "1990-10-1”, "1995-5-8" ; rdaGr2:dateOfBirth "1856-1-12" ; rdaGr2:dateOfDeath "1925-4-15" ; rdaGr2:placeOfBirth saam:SaamPlace_1357324439768t1r13952_0 ; rdaGr2:placeOfDeath saam:SaamPlace_1357324439768t1r13953_0 ; skos:altLabel "John S. Sargent" ; skos:prefLabel "John Singer Sargent" . cb:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1879", "1885" ; ont0:dateOfDeath "1925" ; skos:prefLabel "John Singer Sargent" . cb:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1879", "1885" ; ont0:dateOfDeath "1925" ; skos:prefLabel "John Singer Sargent" . met:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:placeOfResidence "North and Central America", "United States" ; foaf:name "John Singer Sargent" . met:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:placeOfResidence "North and Central America", "United States" ; foaf:name "John Singer Sargent" . dallas:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1856" ; ont0:dateOfDeath "1925" ; foaf:name "John Singer Sargent" . dallas:SaamPerson_John_Singer_Sargent a aac:Person ; ont0:dateOfBirth "1856" ; ont0:dateOfDeath "1925" ; foaf:name "John Singer Sargent" . Pedro Szekely
  17. 17. Linking “John Singer Sargent” saam:person_4253 owl:sameAs cb:12_4567 ; owl:sameAs dma:person_John_Singer_Sargent ; owl:sameAs ima:Singer_Sargent_John ; owl:sameAs met:SaamPerson_John_Singer_Sargent ; owl:sameAs dbpedia:John_Singer_Sargent ; owl:sameAs nytimes/N49129220686803623753 ; owl:sameAs w-flick/John_Singer_Sargent ; ... . saam:person_4253 owl:sameAs cb:12_4567 ; owl:sameAs dma:person_John_Singer_Sargent ; owl:sameAs ima:Singer_Sargent_John ; owl:sameAs met:SaamPerson_John_Singer_Sargent ; owl:sameAs dbpedia:John_Singer_Sargent ; owl:sameAs nytimes/N49129220686803623753 ; owl:sameAs w-flick/John_Singer_Sargent ; ... . Pedro Szekely
  18. 18. Linking with Karma Pedro Szekely
  19. 19. Results of Automatic Linking DBPedia 2,194 New York Times 70 ULAN 2,110 Rijksmuseum 551 Pedro Szekely
  20. 20. Summary Pedro Szekely

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