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Role of Ontologies in 
                                         Semantic Digital Libraries
                                                  Sebastian Ryszard Kruk, 
                          Bernhard Haslhofer, Piotr Piotrowski, Adam Westerski, Tomasz Woroniecki




 Sebastian Ryszard Kruk                                                           NKOS Workshop, 2006
 sebastian.kruk@deri.org                                                                    21/09/2006
                                                                                        Alicante, Spain
                                                           www.deri.org
© Copyright 2005 Digital Enterprise Research 
Institute. All rights reserved.
Takeaway home message

       • Ontologies play the key role in the
         semantic digital libraries
       • We need ontologies supporting the main
         aspects of contemporary knowledge
         repositories:
          – Bibliographic descriptions
          – Extensible structure of resources
          – Community-aware features




2
Presentation overview

         •   Motivations
         •   What is a semantic digital library?
         •   Bibliographic Ontology
         •   Structure Description Ontology
         •   Community-aware Ontology
         •   Ontologies in JeromeDL
         •   Future – Mash-up Digital Libraries
         •   Conclusions




3
Motivations

• Networks of digital libraries linger for
  more expressive interoperability
  solutions than existing ones
• Community-aware solutions change the
  face of the Internet as we knew it
  digital libraries should be a part of these changes
• Multimedia play bigger and bigger role on the Internet,
  while there is a need for accessible and adaptive access
  solutions




4
What is a Semantic Digital Library?

Semantic digital libraries
   – integrate information based on different
     metadata, e.g.: resources, user profiles,
     bookmarks, taxonomies
   – provide interoperability with other systems
     (not only digital libraries) on either
     metadata or communication level or both
   – delivering more robust, user friendly and
     adaptable search and browsing interfaces
     empowered by semantics
Semantic Web Technologies for Digital Libraries?


 Metadata is the key concept
 • the Web does not have metadata
    – the idea of a Semantic Web is nice but difficult to
      implement
 • many digital libraries do have metadata in place

 RDF:
 • is a framework to model any kind of metadata
 • it delivers certain level of technical interoperability
Application Areas for Semantic Web Technologies

• Thesauri & Controlled Vocabularies
   – qualified DublinCore
   – DMoz, DDC-based taxonomies
   – SKOS, WordNet and other thesauri
• Schema Mappings / Crosswalks
   – MarcOnt Ontology – aims to cover concepts from MARC21, BibTeX and
     DublinCore
   – MarcOnt Mediation Services – an open mediation framework between
     common legacy metadata standards
• Metadata Integration
   – RDF as a common data model for integrating metadata from various
     autonomous and heterogeneous data sources
   – OWL for modeling the data source’ s semantics
   – SPARQL as a common query language
Semantic DL as Evolving Knowledge Space

• In state-of-the-art digital libraries users are consumers:
  Retrieve contents based on available bibliographic records
• Recent trends: user communities
   – Connetea, del.icio.us
   – Flickr
• In Semantic digital libraries users are contributers as well
   – Tagging (Web 2.0), Annotations
   – Social Semantic Collaborative Filtering
• Semantic Digital libraries enforce the transition from a static
  information to a dynamic (collaborative) knowledge space
Bibliographic Ontologies

• Build to capture the semantics of the legacy 
  metadata
• Examples of bibliographic ontologies:
  – MarcOnt ontology aiming at capturing concepts from 
    MARC21 and BibTeX
  – RDF Schema for FRBR
MarcOnt Ontology – Main Concepts
Generating various bibliographic descriptions

• All resources are described in MarcOnt Ontology, but
  user can access MARC21, BibTeX and DublinCore
  descriptions generated on the fly


                                                  MARC21

    DublinCore


BibTeX
Mediation service used during searching
• User can select from wide range of description properties,
  defined in different metadata, during query building



      DublinCore

      BibTeX

     MARC21
FRBR and Bibliographic Ontology

• FRBR was published in 1998 ­> does not address virtual 
  electronic resources except as downloadable copies of 
  documents
• conceptual model based on entities­attributed­relationships

Work
     is realized through
                           Expression
                                 is embodied in
                                                  Manifestation
                                                         is exemplified by
                                                                             Item
Group 1


13
FRBR and Bibliographic Ontology

• Semantic Web is based on “ entity” metadata for
  resources (documents, people, concepts, etc.)
• FRBR and RDF
   – RDF Schema: http://vocab.org/frbr/core
   – 13 distintive classes
   – 48 properties (most of them with coupled with
     their inverse counterparts)




14
Structure Ontology
• Describing structure of resources with RDF allows flexible
  content model
• Library resource can be decomposed into sub-resources
• Each part of the resource can be later additionally annotated
  to deliver:
   – Accessibility features (using e.g. WAI ontology)
   – Adaptive hypermedia (with an appropriate user client)
   – Rendering to different platforms
• Library resource can be:
   – Easily extended with new type of content
   – Versioned and internationalized
   – Decomposed to deliver fine-grained access control


  15
Example of the structure description

                   content
                                                                    pdf
                                           digitalType
                chapter
                                                                some abstract
 position                                  abstract
                          Resource
                                       contentType
 1
                chapter                                          article
                              attachment


                                                      content

                structure:content
                     content
     position                              description

     2
                                                         some description
Community­aware Ontology

• Bibliographic descriptions were always too complex for
  average user
• Seems that Semantic Web is suffering similar problems
  with understanding by larger group of users
• The notion of community-based computing (so called Web
  2.0) gains larger and large group of users




17
Community Tagging

• One of the key aspects of Web 2.0 apart from
  collaboration is the simplicity of descriptions (so called
  tagging)
• What do people tag:
     – Resources (URLs): del.icio.us, connotea.org
     – Photos: flickr.com
     – Events: upcoming.org
• How do people tag:
     – Free tagging – any keyword goes
     – Controlled/suggested vocabulary - based on established
       folksonomy
     – Geo-tagging – drag&drop (Flickr Maps), GPS info (Google Maps)



18
Folksonomies

• A tag itself has no meaning
• A tag within a context of other tags or some actions/states
  has meaning
• We can come up with an ontology based on:
     – Groups of tags users use
     – Keywords in users' queries
     – Explicitly defined groups of tags (e.g. bundles in del.icio.us)
• Folksonomies are reverse-engineered ontologies of users'
  tagging/querying actions




19
What is Social Semantic Collaborative Filtering?

• Goal: to enhance individual bookmarks with shared knowledge
  within a community
• Users annotate catalogues of bookmarks with semantic
  information taken from taxonomies or thesauri
• Catalogs can include (transclusion) friend's catalogues
• Access to catalogues can be restricted with social networking-
  based polices
• SSCF delivers:
   – Community-oriented, semantically-rich taxonomies
      – Information about a user's interest
      – Flows of expertise from the domain expert


 20
Example of Social Semantic Collaborative Filtering


 foaf:knows

 xfoaf:include

xfoaf:bookmark




 21
Social Semantic Collaborative Filtering

                                                                         Resource
                    bookmark
                    catalogues

     xfoaf:rank
                                                    Resource

                  domain
                                                                  marcont:hasCreator
                                 jonto:uri
           domain                  xfoaf:rank


                                                          creator_B




                                                                                       creator_A




                                     wn:concept
                                             xfoaf:rank



22
JeromeDL – Social Semantic DL

• Digital Library build with semantics and communities in
  mind
• Build to reflect requirements of:
     – Librarians
     – Researchers
     – Average users
• Ultimate goal – accessiblity achieved through
     – Interface design
     – Search and browsing technologies
     – In-depth internationalization effort




23
Ontologies in JeromeDL

• Structure (system administrators):
     – JeromeDL structure ontology
• Bibliographic and legacy descriptions (domain experts and
  expert users):
     – MarcOnt bibliographic ontology
     – Extensible MarcOnt suggestions
• Communities (normal users, expert users with restricted
  vocabulary):
     – FOAF and FOAFRealm identity management ontology
     – Social semantic collaborative filtering (SSCF) ontology
     – Semantical Interlinked Online Communities (SIOC) ontology



24
Ontologies in JeromeDL




25
JeromeDL – Delivering Semantic Content

• Providing semantic annotations during uploading process:
   – open module for handling any taxonomies
   – keywords based on WordNet and free tagging
   – defining structure of resources in the JeromeDL ontology
• Lifting legacy metadata to MarcOnt ontology
• Community maintained annotations
   – social semantic collaborative filtering
   – semantic descriptions based on the FOAF metadata
JeromeDL – Semantic Information In Use

• Keyword-based search with semantic query expansion
• Semantic search:
   – Direct RDF quering
   – Natural language templates
• Social Semantic Collaborative Filtering
• Heterogeneous communication:
   – Bibster
   – A9
   – OAI
Mash­Up Digital Libraries

• Business world aims towards SOA – to easily integrate,
  choreograph and orchestrate existing services
• Users tend to mash-up various Web 2.0 services to
  deliver solutions answering their needs
• Community-aware semantic digital libraries can easily
  become one of the mashed-up services
• But the real challenge is to build mash-up features directly
  into the digital library to provide users with completely new
  experience of browsing beyond the resources of DLs.




28
Conclusions

• Ontologies play a key role in the evolution of digital
  libraries
• Current streams of Semantic Web and Web 2.0 should
  and can be combined into the development of digital
  libraries
• We have identified 3 applications areas for ontologies:
  legacy, structure and community-aware descriptions
• However the future of DLs seems to lay beyond
  integration of information, reaching towards integration
  with other services



29
Gracias
                 [thank you]




     Questions & Answers
           Sebastian Ryszard Kruk
           sebastian.kruk@deri.org
            http://www.corrib.org/
          DERI, NUI Galway, Ireland




30

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Role of Ontologies in Semantic Digital Libraries

  • 1. Role of Ontologies in  Semantic Digital Libraries Sebastian Ryszard Kruk,   Bernhard Haslhofer, Piotr Piotrowski, Adam Westerski, Tomasz Woroniecki Sebastian Ryszard Kruk NKOS Workshop, 2006 sebastian.kruk@deri.org 21/09/2006 Alicante, Spain www.deri.org © Copyright 2005 Digital Enterprise Research  Institute. All rights reserved.
  • 2. Takeaway home message • Ontologies play the key role in the semantic digital libraries • We need ontologies supporting the main aspects of contemporary knowledge repositories: – Bibliographic descriptions – Extensible structure of resources – Community-aware features 2
  • 3. Presentation overview • Motivations • What is a semantic digital library? • Bibliographic Ontology • Structure Description Ontology • Community-aware Ontology • Ontologies in JeromeDL • Future – Mash-up Digital Libraries • Conclusions 3
  • 4. Motivations • Networks of digital libraries linger for more expressive interoperability solutions than existing ones • Community-aware solutions change the face of the Internet as we knew it digital libraries should be a part of these changes • Multimedia play bigger and bigger role on the Internet, while there is a need for accessible and adaptive access solutions 4
  • 5. What is a Semantic Digital Library? Semantic digital libraries – integrate information based on different metadata, e.g.: resources, user profiles, bookmarks, taxonomies – provide interoperability with other systems (not only digital libraries) on either metadata or communication level or both – delivering more robust, user friendly and adaptable search and browsing interfaces empowered by semantics
  • 6. Semantic Web Technologies for Digital Libraries? Metadata is the key concept • the Web does not have metadata – the idea of a Semantic Web is nice but difficult to implement • many digital libraries do have metadata in place RDF: • is a framework to model any kind of metadata • it delivers certain level of technical interoperability
  • 7. Application Areas for Semantic Web Technologies • Thesauri & Controlled Vocabularies – qualified DublinCore – DMoz, DDC-based taxonomies – SKOS, WordNet and other thesauri • Schema Mappings / Crosswalks – MarcOnt Ontology – aims to cover concepts from MARC21, BibTeX and DublinCore – MarcOnt Mediation Services – an open mediation framework between common legacy metadata standards • Metadata Integration – RDF as a common data model for integrating metadata from various autonomous and heterogeneous data sources – OWL for modeling the data source’ s semantics – SPARQL as a common query language
  • 8. Semantic DL as Evolving Knowledge Space • In state-of-the-art digital libraries users are consumers: Retrieve contents based on available bibliographic records • Recent trends: user communities – Connetea, del.icio.us – Flickr • In Semantic digital libraries users are contributers as well – Tagging (Web 2.0), Annotations – Social Semantic Collaborative Filtering • Semantic Digital libraries enforce the transition from a static information to a dynamic (collaborative) knowledge space
  • 9. Bibliographic Ontologies • Build to capture the semantics of the legacy  metadata • Examples of bibliographic ontologies: – MarcOnt ontology aiming at capturing concepts from  MARC21 and BibTeX – RDF Schema for FRBR
  • 11. Generating various bibliographic descriptions • All resources are described in MarcOnt Ontology, but user can access MARC21, BibTeX and DublinCore descriptions generated on the fly MARC21 DublinCore BibTeX
  • 12. Mediation service used during searching • User can select from wide range of description properties, defined in different metadata, during query building DublinCore BibTeX MARC21
  • 13. FRBR and Bibliographic Ontology • FRBR was published in 1998 ­> does not address virtual  electronic resources except as downloadable copies of  documents • conceptual model based on entities­attributed­relationships Work is realized through Expression is embodied in Manifestation is exemplified by Item Group 1 13
  • 14. FRBR and Bibliographic Ontology • Semantic Web is based on “ entity” metadata for resources (documents, people, concepts, etc.) • FRBR and RDF – RDF Schema: http://vocab.org/frbr/core – 13 distintive classes – 48 properties (most of them with coupled with their inverse counterparts) 14
  • 15. Structure Ontology • Describing structure of resources with RDF allows flexible content model • Library resource can be decomposed into sub-resources • Each part of the resource can be later additionally annotated to deliver: – Accessibility features (using e.g. WAI ontology) – Adaptive hypermedia (with an appropriate user client) – Rendering to different platforms • Library resource can be: – Easily extended with new type of content – Versioned and internationalized – Decomposed to deliver fine-grained access control 15
  • 16. Example of the structure description content pdf digitalType chapter some abstract position abstract Resource contentType 1 chapter article attachment content structure:content content position description 2 some description
  • 17. Community­aware Ontology • Bibliographic descriptions were always too complex for average user • Seems that Semantic Web is suffering similar problems with understanding by larger group of users • The notion of community-based computing (so called Web 2.0) gains larger and large group of users 17
  • 18. Community Tagging • One of the key aspects of Web 2.0 apart from collaboration is the simplicity of descriptions (so called tagging) • What do people tag: – Resources (URLs): del.icio.us, connotea.org – Photos: flickr.com – Events: upcoming.org • How do people tag: – Free tagging – any keyword goes – Controlled/suggested vocabulary - based on established folksonomy – Geo-tagging – drag&drop (Flickr Maps), GPS info (Google Maps) 18
  • 19. Folksonomies • A tag itself has no meaning • A tag within a context of other tags or some actions/states has meaning • We can come up with an ontology based on: – Groups of tags users use – Keywords in users' queries – Explicitly defined groups of tags (e.g. bundles in del.icio.us) • Folksonomies are reverse-engineered ontologies of users' tagging/querying actions 19
  • 20. What is Social Semantic Collaborative Filtering? • Goal: to enhance individual bookmarks with shared knowledge within a community • Users annotate catalogues of bookmarks with semantic information taken from taxonomies or thesauri • Catalogs can include (transclusion) friend's catalogues • Access to catalogues can be restricted with social networking- based polices • SSCF delivers: – Community-oriented, semantically-rich taxonomies – Information about a user's interest – Flows of expertise from the domain expert 20
  • 22. Social Semantic Collaborative Filtering Resource bookmark catalogues xfoaf:rank Resource domain marcont:hasCreator jonto:uri domain xfoaf:rank creator_B creator_A wn:concept xfoaf:rank 22
  • 23. JeromeDL – Social Semantic DL • Digital Library build with semantics and communities in mind • Build to reflect requirements of: – Librarians – Researchers – Average users • Ultimate goal – accessiblity achieved through – Interface design – Search and browsing technologies – In-depth internationalization effort 23
  • 24. Ontologies in JeromeDL • Structure (system administrators): – JeromeDL structure ontology • Bibliographic and legacy descriptions (domain experts and expert users): – MarcOnt bibliographic ontology – Extensible MarcOnt suggestions • Communities (normal users, expert users with restricted vocabulary): – FOAF and FOAFRealm identity management ontology – Social semantic collaborative filtering (SSCF) ontology – Semantical Interlinked Online Communities (SIOC) ontology 24
  • 26. JeromeDL – Delivering Semantic Content • Providing semantic annotations during uploading process: – open module for handling any taxonomies – keywords based on WordNet and free tagging – defining structure of resources in the JeromeDL ontology • Lifting legacy metadata to MarcOnt ontology • Community maintained annotations – social semantic collaborative filtering – semantic descriptions based on the FOAF metadata
  • 27. JeromeDL – Semantic Information In Use • Keyword-based search with semantic query expansion • Semantic search: – Direct RDF quering – Natural language templates • Social Semantic Collaborative Filtering • Heterogeneous communication: – Bibster – A9 – OAI
  • 28. Mash­Up Digital Libraries • Business world aims towards SOA – to easily integrate, choreograph and orchestrate existing services • Users tend to mash-up various Web 2.0 services to deliver solutions answering their needs • Community-aware semantic digital libraries can easily become one of the mashed-up services • But the real challenge is to build mash-up features directly into the digital library to provide users with completely new experience of browsing beyond the resources of DLs. 28
  • 29. Conclusions • Ontologies play a key role in the evolution of digital libraries • Current streams of Semantic Web and Web 2.0 should and can be combined into the development of digital libraries • We have identified 3 applications areas for ontologies: legacy, structure and community-aware descriptions • However the future of DLs seems to lay beyond integration of information, reaching towards integration with other services 29
  • 30. Gracias [thank you] Questions & Answers Sebastian Ryszard Kruk sebastian.kruk@deri.org http://www.corrib.org/ DERI, NUI Galway, Ireland 30