Aligning Thesauri for an integrated Access to Cultural Heritage Collections Antoine ISAAC (including slides by Frank van Harmelen) STITCH Project UDC Conference.

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Presentation transcript:

Aligning Thesauri for an integrated Access to Cultural Heritage Collections Antoine ISAAC (including slides by Frank van Harmelen) STITCH Project UDC Conference June 5 th, 2007

Aligning Thesauri for an integrated Access to CH Collections Background CATCH Continuous Access To Cultural Heritage Funded by NWO 10 computer science research projects applied to the Cultural Heritage field STITCH SemanTic Interoperability To access Cultural Heritage Exchanging and integrating metadata Beware: this is research!

Aligning Thesauri for an integrated Access to CH Collections Agenda The Semantic Interoperability problem Demo Semantic Web solutions for interoperability Conceptual vocabulary alignment Conceptual vocabulary representation

Aligning Thesauri for an integrated Access to CH Collections KB Illustrated Manuscripts

Aligning Thesauri for an integrated Access to CH Collections KB Illustrated Manuscripts

Aligning Thesauri for an integrated Access to CH Collections BNF Mandragore

Aligning Thesauri for an integrated Access to CH Collections BNF Mandragore

Aligning Thesauri for an integrated Access to CH Collections The Semantic Interoperability Problem Trend: simultaneous access to different collections Problem: conceptual heterogeneity No standard vocabulary/thesaurus “classical ruins” vs. “landscape with ruins” “the Virgin Mary” vs. “Saint Mary” We don’t really want it different vocabularies for different domains, traditions, tasks Practical consequence: Searching for “the Virgin Mary” misses “Saint Mary” Unless we know both vocabularies

Aligning Thesauri for an integrated Access to CH Collections Old situation

Aligning Thesauri for an integrated Access to CH Collections Vocabulary alignment Find semantic correspondences between vocabulary elements “classical ruins” ≈ “landscape with ruins” “the Virgin Mary” = “Saint Mary”

Aligning Thesauri for an integrated Access to CH Collections New situation

Aligning Thesauri for an integrated Access to CH Collections Demo mandraNewNONE, amphibianshttp://stitch.cs.vu.nl/rp33333/MANDRA-SV-ICE- mandraNewNONE Wheat [Screenshots at the end of these slides]

Aligning Thesauri for an integrated Access to CH Collections Agenda The Semantic Interoperability problem Demo Semantic Web solutions for interoperability Conceptual vocabulary alignment Conceptual vocabulary representation

Aligning Thesauri for an integrated Access to CH Collections Vocabulary alignment Find correspondences between vocabulary elements “klassieke ruïnes” ≈ “landschap met ruïnes” “maagd Maria” = “Heilige Moeder” STITCH aim: doing it (semi-)automatically Vocabularies are big They evolve over time Using techniques from Semantic Web research domain Problem comparable to ontology alignment Techniques already investigated there Linguistics, statistics

Aligning Thesauri for an integrated Access to CH Collections Automatic alignment techniques Lexical Structural Statistical Background knowledge

Aligning Thesauri for an integrated Access to CH Collections Lexical alignment Labels of entities, textual definitions tumor brainLongtumor Long More specific than

Aligning Thesauri for an integrated Access to CH Collections Automatic Alignment Techniques Lexical Structural Statistical Background knowledge

Aligning Thesauri for an integrated Access to CH Collections Statistical alignment Object information (e.g. book indexing)

Aligning Thesauri for an integrated Access to CH Collections Statistical alignment: KB collections ( ) Nederlands - Nederlandse taalkunde ( ) Diabetes mellitus - suikerziekte

Aligning Thesauri for an integrated Access to CH Collections Automatic Alignment Techniques Lexical Structural Statistical Background knowledge

Aligning Thesauri for an integrated Access to CH Collections background knowledge Alignment using shared background knowledge Using a shared conceptual reference to find links thesaurus 1 thesaurus 2

Aligning Thesauri for an integrated Access to CH Collections Alignment: no universal solution No single technique gives an ideal solution Different techniques have to be selected/combined, depending on the application case Poor vs. rich semantic structure Extensive vs. limited lexical coverage Existence of collections described by several vocabularies Alignment is a difficult research problem

Aligning Thesauri for an integrated Access to CH Collections Agenda The Semantic Interoperability problem Demo Semantic Web solutions for interoperability Conceptual vocabulary alignment Conceptual vocabulary representation

Aligning Thesauri for an integrated Access to CH Collections Representing Vocabularies Many different models and formats to represent vocabularies Need for standard formats to develop standardized tools and methods Alignment process Browsing/information retrieval tools using vocabularies Need to represent features commonly used by these tools Especially lexical information and semantic links

Aligning Thesauri for an integrated Access to CH Collections SKOS (Simple Knowledge Organisation System) World Wide Web Consortium (W3C) Model to represent simple conceptual vocabularies (thesauri, classification schemes) on the Semantic Web Comparable to Dublin Core, for conceptual vocabularies SKOS offers building blocks to create XML/RDF data Concept s and ConceptScheme s Lexical properties ( prefLabel, altLabel ) Semantic relations ( broader, related ) Notes ( scopeNote, definition )

Aligning Thesauri for an integrated Access to CH Collections SKOS: Small UDC Example skos:Concepthttp:// skos:prefLabel skos:broaderhttp:// Beware: this is a standard, not everything can be represented! E.g. for UDC, difficult to represent all types of auxiliaries Is -2 Evidence of religion a standard concept?

Aligning Thesauri for an integrated Access to CH Collections Agenda The Semantic Interoperability problem Demo Semantic Web solutions for interoperability Conceptual vocabulary alignment Conceptual vocabulary representation

Aligning Thesauri for an integrated Access to CH Collections Conclusion: New opportunities for making knowledge accessible Integration of collections at the semantic level Semantic integration and vocabulary alignment Representation and publication of conceptual vocabularies SKOS is an open, web-compatible standard Semantic Web research can help Cultural Heritage Vision: a global network of interconnected collections and vocabularies that can be exploited by standard tools? Or somewhere in-between present situation and the vision

Aligning Thesauri for an integrated Access to CH Collections Discussion: UDC and Semantic Interoperability? UDC as pivot language (spine) for multilingual access Ideal for multilingual scenarios Compatible with common information needs “Front-office” scenario Aligning initial vocabularies to UDC Using UDC in the access system MSAC Multilingual Subject Access to Catalogues of National Libraries UDC as a searching/browsing means, with other vocabularies

Aligning Thesauri for an integrated Access to CH Collections Discussion: UDC and Semantic Interoperability? “Back-office” scenario? UDC as a background resource for automatic pairwise alignment between the initial vocabularies Multilingual information, rich semantic structure Both scenarios require more accessible UDC And experimentation…

Aligning Thesauri for an integrated Access to CH Collections Thanks!

Aligning Thesauri for an integrated Access to CH Collections Links STITCHhttp://stitch.cs.vu.nlhttp://stitch.cs.vu.nl Demo collections BNF Mangragorehttp://mandragore.bnf.frhttp://mandragore.bnf.fr KB illuminated manuscripts Library-originated integration projects: MSAC search interfacehttp://sigma.nkp.czhttp://sigma.nkp.cz MACS projecthttp://macs.cenl.orghttp://macs.cenl.org Semantic web links Semantic Web at W3C SKOS Semantic Web projects dealing with Cultural Heritage MuseumFinlandhttp:// eCulturehttp://e-culture.multimedian.nl / /

Aligning Thesauri for an integrated Access to CH Collections Demo (1) Subject vocabulary, collection 1 Subjects

Aligning Thesauri for an integrated Access to CH Collections Demo (2) Hierarchical path from root to selected subject Possible specialization for selected subject

Aligning Thesauri for an integrated Access to CH Collections Document from Collection 2 Semantic alignment of subjects activated Demo (3)

Aligning Thesauri for an integrated Access to CH Collections Demo (4) Subject from voc2 aligned to voc1:amphibians” Back