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OpenAIRE
Open Knowledge & Scientific Information
Infrastructure
Natalia Manola
University of Athens, Greece
Linking
Citation
Classification
De-duplication
Cleaning & Transformation
Validation
Publication repositories
Institutional & Thematic
Open Access Journals
Data repositories
Data Journals
CRIS systems
Funding information
Registries
OpenAIRE in a nutshell
Publication in context
Statistics
Learning Material Objects
Public Sector Information
Semantic publishing for OpenAIRE
• Linked entities
• Beyond a flat data model – CERIF compliant
• Overlapping efforts in data modelling basic entities
• Using multiple identifier schemes
• Discipline specific best practices (DOIs, PIDs, URI/URN’s, db ids, …)
• Contextualizing by relationships
• Multiple types and vocabularies
Publications in context
The future of data publishing. Oxford May 22, 2013 3
Semantic enrichment services
• Citation discovery
• Text mining – lots of it…
• Discipline specific algorithms
• Classification
• Supervised
• Discipline specific vocabularies – library oriented
• Training sets – hard to find
• Unsupervised classification
• Interdisciplinary complexity
• Finding trends
Citation, classification, clustering
The future of data publishing. Oxford May 22, 2013 4
Zenodo
• Metadata general enough not to capture discipline semantics
• Different types of material
• Supplementary data or …?
• Context in relation to funding and publication
• Community regulated quality
• To be linked to OpenAIRE text mining services for metadata
enrichment
An all purpose data repository – www.zenodo.org
The future of data publishing. Oxford May 22, 2013 5
Challenges
• Implementation of guidelines/standards
• OpenAIRE guidelines for literature, data, CRIS
• Global alignment and adoption (RDA, WDS, W3C, …)
• Uniform vocabularies to support
• Interdisciplinary classification
• Multilinguality (e.g., EUROVOC)
• Links to other domains
• Links to other domains
• Mapping of data models (DCAT, LOM, …)
• Existing projects (e.g., fp7 ENGAGE)
• Tools for semantic enrichment at publishing time
The future of data publishing. Oxford May 22, 2013 6
www.openaire.eu
@openaire_eu
facebook.com/groups/openaire
linkedin.com/groups/OpenAIRE-
3893548
Thank you!
OpenAIRE / LIBER workshop @ Ghent May 28, 2013
Dealing with data – what’s the role for the library?
natalia@di.uoa.gr
The future of data publishing. Oxford May 22, 2013 7

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Manola-open aire and data publishing-nfdp13

  • 1. OpenAIRE Open Knowledge & Scientific Information Infrastructure Natalia Manola University of Athens, Greece
  • 2. Linking Citation Classification De-duplication Cleaning & Transformation Validation Publication repositories Institutional & Thematic Open Access Journals Data repositories Data Journals CRIS systems Funding information Registries OpenAIRE in a nutshell Publication in context Statistics Learning Material Objects Public Sector Information
  • 3. Semantic publishing for OpenAIRE • Linked entities • Beyond a flat data model – CERIF compliant • Overlapping efforts in data modelling basic entities • Using multiple identifier schemes • Discipline specific best practices (DOIs, PIDs, URI/URN’s, db ids, …) • Contextualizing by relationships • Multiple types and vocabularies Publications in context The future of data publishing. Oxford May 22, 2013 3
  • 4. Semantic enrichment services • Citation discovery • Text mining – lots of it… • Discipline specific algorithms • Classification • Supervised • Discipline specific vocabularies – library oriented • Training sets – hard to find • Unsupervised classification • Interdisciplinary complexity • Finding trends Citation, classification, clustering The future of data publishing. Oxford May 22, 2013 4
  • 5. Zenodo • Metadata general enough not to capture discipline semantics • Different types of material • Supplementary data or …? • Context in relation to funding and publication • Community regulated quality • To be linked to OpenAIRE text mining services for metadata enrichment An all purpose data repository – www.zenodo.org The future of data publishing. Oxford May 22, 2013 5
  • 6. Challenges • Implementation of guidelines/standards • OpenAIRE guidelines for literature, data, CRIS • Global alignment and adoption (RDA, WDS, W3C, …) • Uniform vocabularies to support • Interdisciplinary classification • Multilinguality (e.g., EUROVOC) • Links to other domains • Links to other domains • Mapping of data models (DCAT, LOM, …) • Existing projects (e.g., fp7 ENGAGE) • Tools for semantic enrichment at publishing time The future of data publishing. Oxford May 22, 2013 6
  • 7. www.openaire.eu @openaire_eu facebook.com/groups/openaire linkedin.com/groups/OpenAIRE- 3893548 Thank you! OpenAIRE / LIBER workshop @ Ghent May 28, 2013 Dealing with data – what’s the role for the library? natalia@di.uoa.gr The future of data publishing. Oxford May 22, 2013 7