Semantic Web and Linked Data for cultural heritage materials - Approaches in Europeana
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The document discusses using semantic web technologies like linked data and the Europeana Data Model (EDM) to improve access to cultural heritage materials by enabling semantic search and exploiting relationships between concepts, objects, and vocabularies. EDM aims to preserve original metadata while allowing for interoperability by using standards like Dublin Core, SKOS, and OAI ORE. Linked data approaches can ease getting and publishing data across cultural heritage datasets by direct access to RDF descriptions via URIs.
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![Thanks! [email_address] Europeana.eu team Web and Media lab @ Vrije Universiteit Amsterdam http://wiki.cs.vu.nl/web-media EuropeanaConnect project http://www.europeanaconnect.eu/](https://image.slidesharecdn.com/isaac-dans10-100921092334-phpapp02/85/Semantic-Web-and-Linked-Data-for-cultural-heritage-materials-Approaches-in-Europeana-61-320.jpg)
Semantic Web and Linked Data for cultural heritage materials - Approaches in Europeana
- 1. Semantic Web and Linked Data for cultural heritage materials Approaches in Europeana Antoine Isaac Vrije Universiteit Amsterdam Europeana DANS Linked Data and RDF workshop, Den Haag, July 28 th 2010
- 2. A web of cultural heritage data? ?
- 3. ?
- 6. Towards semantic search: facets
- 7. Building a search engine on top of metadata is difficult Intrinsic quality problems: correctness, coverage Especially when data is so heterogeneous 100s of formats From flat 5-fields records to 100-nodes XML trees Language issue! We currently use a simple interoperability format Quick-win showing quickly its limits
- 8. We can better use institutions’ original metadata Accommodate their different practices Data structures and semantics Access objects via a semantic layer of vocabularies for subjects, persons, places… Semantic ThoughtLab: experimenting solutions
- 9. Towards semantics-enabled search Building a "semantic layer" to help accessing content
- 10. Towards semantics-enabled search Enhance access to Europeana content by semantics Query expansion, clustering of results Exploiting various types of relations "located in", "lived in", "is more specific concept"… Semantics are already there, in metadata and "controlled vocabularies" used in metadata Thesauri, classifications… Requires to make it properly machine-accessible
- 11. Prototype: Europeana Thought Lab http://europeana.eu/portal/thought-lab.html
- 14. Baseline: matching concepts' label Controlled place name from a vocabulary at the Rijskmuseum Metadata for the object
- 15. A "more specific Egypte"?
- 16. A "more specific Egypte"? Metadata for the object
- 17. A place more specific than the Egypt one Semantic information on the Giza place in the Rijskmuseum Vocabulary
- 19. Following other relations - creator Metadata for the object Controlled person name from a vocabulary at the Rijskmuseum
- 20. Following other relations - match Information on Gustave Le Gray from the Rijskmuseum Vocabulary Matched to a "Gustave Le Gray" from another Vocabulary
- 21. Following other relations – death place Information on Gustave Le Gray from the Union List of Artist Names (Getty)
- 22. Following other relations – death place Information on Cairo from the Thesaurus of Geographic Names (Getty) Matched to "Cairo" from another vocabulary…
- 23. A hell of relations? Well, they were in the original data, we just had to make them explicit! Cultural Heritage institution often have a wealth of metadata to share and exploit
- 24. Enabling bits & pieces Exploiting semantic links in CH vocabularies Rijksmuseum thesaurus: Concept “Giza” narrower than concept “Egypte” Mapping/alignment between CH vocabularies Louvre’s “Égypte” equivalent to Rijksmuseum’s “Egypte” Enrichment of existing metadata The string “Egypt” in a metadata record indicates the concept of Egypt defined in Rijksmuseum thesaurus
- 25. SKOS, Knowledge Organization Systems and Linked Data SKOS allows representing (simple) KOS data as RDF animals NT cats cats UF domestic cats RT wildcats BT animals SN used only for domestic cats domestic cats USE cats wildcats
- 26. SKOS, KOSs and LD SKOS allows bridging across KOSs from different contexts http://www.w3.org/2004/02/skos/
- 27. SKOS is used! Many Libraries – not a surprise! Swedish National Library’s Libris catalogue and thesaurus http://libris.kb.se/ Library of Congress’ vocabularies, including LCSH http://id.loc.gov/ DNB’s Gemeinsame Normdatei (incl. SWD subject headings) http://d-nb.info/gnd/ Documentation at https://wiki.d-nb.de/display/LDS BnF’s RAMEAU subject headings http://stitch.cs.vu.nl/ OCLC’s DDC classification http://dewey.info/ and VIAF http://viaf.org/ STW economy thesaurus http:// zbw.eu/stw National Library of Hungary’s catalogue and thesauri http:// oszkdk.oszk.hu/resource/DRJ/404 (example) Other fields Wikipedia categories through Dbpedia http://dbpedia.org/ New York Times subject headings http://data.nytimes.com/ IVOA astronomy vocabularies http://www.ivoa.net/Documents/latest/Vocabularies.html GEMET environmental thesaurus http://eionet.europa.eu/gemet UMTHES Agrovoc http://aims.fao.org/ Linked Life Data http://linkedlifedata.com/ Taxonconcept http://www.taxonconcept.org/ UK Public sector vocabularies http://standards.esd.org.uk/ (e.g., http://id.esd.org.uk/lifeEvent/7 )
- 28. KOS Alignments? Quite many of them are linked to some other resource LCSH, SWD and RAMEAU interlinked through MACS mappings GND linked to DBpedia and VIAF Libris linked to LCSH Agrovoc to CAT, NAL, SWD, GEMET NYT to freebase, DBpedia, Geonames dbPedia links are overwhelming Hungary, STW, TaxonConcept, GND…
- 29. Enabling bits & pieces (c’ed) Appropriate data model for objects Generic constructs for creation, title, subject, etc. that are useful for querying Flexible data model SW ontology linking features allow to keep close to original data while having the generic notions above
- 30. Formal semantics, metadata schemas and querying The query: The existing description: Why is there a match? For the Europeana ontology, every rma:depicts statement implies a vra:subject statement rma: gezicht_in_cairo rma:Cairo rma:depicts rma:Egypt skos:broader ?x ?y vra:subject rma:Egypt skos:broader
- 31. Where are the challenges? Semantic conversion of data Using appropriate data models Enriching legacy metadata Semantic alignments Between description ontologies vra:depicts rdfs:subPropertyOf dc:subject Between concepts in controlled vocabularies iconclass:bird skos:closeMatch ddc:bird
- 32. Alignment of semantic references
- 33. Where are the challenges? Semantic alignment (c'ed) Find correspondences between large vocabularies In a multilingual context Scalability Plugging the semantic features into the Europeana production environment
- 34. The Europeana Data Model (EDM) with input from Carlo Meghini, Guus Schreiber, Stefan Gradmann, Maxx Dekkers, Steffen Hennicke, Viktor de Boer et al. from Europeana V1
- 35. Rationale of EDM Precursor: ESE (Europeana Semantic Elements) represents lowest common denominator for object metadata convert datasets to Dublin-Core like standard forces interoperability major drawback: original metadata is lost most values are simple strings EDM goals preserve original data while still allowing for interoperability Semantic Web representation A community-driven effort C ore experts, validation by representatives of various CH domains
- 36. EDM requirements & principles Distinction between “provided object” (painting, book, program) and digital representation Distinction between object and metadata record describing an object Allow for multiple records for same object, containing potentially contradictory statements about an object Support for objects that are composed of other objects Standard metadata format that can be specialized Standard vocabulary format that can be specialized EDM should be based on existing standards
- 37. EDM basics OAI ORE for organization of metadata about an object Dublin Core for metadata representation SKOS for vocabulary representation + Links to CIDOC-CRM and other shared ontologies
- 38. Dublin Core EDM uses the latest version of DCMI Metadata Terms for a core of semantically interoperable properties And for backward compatibility, cf. ESE Specified with an RDF model Specialization of 15 original DC elements Can be specialized itself see requirement -> this is a crucial distinction with ESE Used in the richest way possible Pointers to resources
- 39. SKOS: vocabulary publication on the Web Already seen…
- 40. OAI ORE Specification: http://www.openarchives.org/ore/1.0/toc.html Specified with an RDF model Four key notions (RDF classes) Object : the book/painting/program being described Aggregation : organizes object information from a particular provider (museum, archive, library) Proxy : the object as viewed in a metadata record Digital representation : some digital form of the object with a Web address
- 41. The Example - 1
- 42. The Example - 2
- 43. Aggregation organizes data of a provider aggregation digital representation object provenance metadata
- 44. Proxy: metadata record for an object proxy object metadata
- 45. Multiple aggregations = multiple providers aggregation of DMF aggregation of Louvre
- 46. Multiple aggregations = multiple providers DMF proxy Louvre P roxy Louvre title DMF title The “real” painting
- 47. Europeana is “just” a special provider with processed/enriched metadata Europeana aggregation enriched metadata Europeana landing page
- 48. A flexible model: different semantic grains Cf. goal: “preserve original data while still allowing for interoperability” Keep data expressed as close as possible to original model Using mappings to more interoperable level
- 49. A flexible model: objects, events and the rest Preserving and exploiting original data also means being compatible with descriptions beyond simple object level Also crucial for semantic enrichment
- 50. A flexible model: object and events (2) Classes and Properties for event-, agent-, place-centric modeling Instances of (local) vocabularies using skos:Concept Using RDF, EDM allows any kind of network to be attached to a provided object.
- 51. A flexible model: object and events (3)
- 52. Advanced modeling in EDM Relations between provided objects Part-whole links for complex (hierarchical) objects Derivation and versioning relations Relations between provided objects, for instance artistic derivation between works; ens:isRepresentationOf ens:isNextInSequence
- 53. Linked data and cultural heritage?
- 54. The case for linked data in cultural heritage Not just a more sophisticated way to represent data! Ease of getting data from external sources Just going to the URI and fetch the RDF there Ease of publishing data Linked data as a dissemination channel for Europeana data Ease of linking across datasets Linked data as a dissemination channel for Europeana data Object identification as cornerstone Records are just a side feature!
- 55. From a movement supported by researchers To much wider awareness Open government initiatives, libraries… Continuing effort: show benefits of collaborating to a cultural heritage data web Library Linked Data W3C incubator http://www.w3.org/2005/Incubator/lld Encouraging open linked data adoption
- 56. Linked Library Cloud beginning 2008 [Ross Singer, Code4Lib2010] http://code4lib.org/conference/2010/singer
- 57. Linked Library Cloud mid-2010 Plus: Germany NL Hungary NL STW GEMET NYT Agrovoc [Ross Singer, Code4Lib2010] http://code4lib.org/conference/2010/singer
- 58. Is that a surprise? Not really, let’s have a look at a real-world case…
- 59. Johan Stapel, Koninklijke Bibliotheek KOS & collection environment @KB
- 60. A broad range of datasets That describe the same objects Or related objects Which are about similar subjects Which were made by the same persons Or related persons In the same places Etc…
- 61. Thanks! [email_address] Europeana.eu team Web and Media lab @ Vrije Universiteit Amsterdam http://wiki.cs.vu.nl/web-media EuropeanaConnect project http://www.europeanaconnect.eu/