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@openaire_eu
Implementing Open Science in EOSC
Putting the puzzle together
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Natalia Manola
OpenAIRE Managing Director
Athena Research & Innovation Center
Paolo Manghi
OpenAIRE Technical Director
CNR-ISTI
Open Access to publications
Open / FAIR data
Open Software
Linked Open Science (Provenance)
Open methodology (Open peer review)
Access to resources for analytics
Access by non-academics
Open Science
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
… practice science in such a
way that others can collaborate
and contribute, where research
data, lab notes and other
research processes are freely
available, under terms that
enable reuse, redistribution and
reproduction of the research and
its underlying data and methods.
open and reproducible science
scientific/scholarly communication
data infrastructure
social + technical links
service + data interoperability
AkeypillarofEOSC
Bridging the worlds
where science is
performed and
science is
published
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Scholarly communication
services
(sharing, evaluating,
monitoring science)
Research infrastructure
services, i.e. digital labs
(performing science)
E-infrastructure
(enabling digital services for science)
EOSC as a facilitator of Open Science
?
? ?
?
Services
Actors
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Scholarly communication
services
(sharing, evaluating,
monitoring science)
Research infrastructure
services. i.e. digital labs
(performing science)
E-infrastructure
(enabling digital services for science)
EOSC as a facilitator of Open Science
Architecture
Functionality
Participation rules
Practices
Quality
Interoperability
Economy of scale Sustainability
Scholarly communication
services
(sharing, evaluating,
monitoring science)
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
EOSC, Open Science and data
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Small data, Big data
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Small Data Big Data
Data Source Accessible, informative,
actionable
No traditional data processing
Volume < 1 TB Terra and Exascale
Velocity Controlled and steady data
flow
Very fast Speed
Fast accumulation
Variety Structured data High Variety Data Sets
Veracity Less noise as controlled
collection
Rigorous data validation required
before processing
Value Business intelligence,
analysis, reporting
Data Mining for prediction, pattern
finding, etc.
Time Variance Historical data equal valued In some cases data gets old
Data Location Databases, local servers Distributed storages on Cloud
Infrastructure Predictable resource
allocation
Agile Infra, with horizontally
scalable architecture
Differences in: Collection,
Processing, Scalability,
Modeling, Storage &
Computation Coupling, Data
Science, Data Security
…small data will increasingly be made more big
data-like through the development of new data
infrastructures that pool, scale and link small
data in order to create larger datasets,
encourage sharing and reuse, and open them up
to combination with big data and analysis using
big data analytics
Small data combined needs
big data infrastructure
EOSC deconstructed
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Network
Storage
Compute
Data Management
Analytics
ACCESS
LAYER FAIR data
Registries
Identifiers
Papers
Funding
Services
People
Facilities
Monitoring
KPIs
Citations
Usage Stats
Actors
Publishing- Sharing
Interoperability Layer
AAI
Service
Managem
ent
Data
Access
Research in Context
Research Assessment
in the heart of Open
Science
Policies Training
Services
Connecting
o Establishing
infrastructure
o Added value
services
Empowering
• Open Science
• Open Access
• Policies
• Services
3 pillars of action
Aligning
o Standard
o Guidelines
o Practices
o Workflows
1. Services
Providing the glue via
scholarly/scientific
communication
Making small data big
Research
data
Research
Software
e-infra Tools &
Services
Research
data
Research process
Research literature:
Articles, docs, white papers
01101010
01100001
11010010
01101010
01100001
11010010
Scholarly Communication
InfrastructureResearch Infrastructures
Publishing all
kinds of
products
Enabling
Reproducibility
(R*)
Fully-fledged
assessment of
science
Fully-fledged
scientific reward
Enabling
Monitoring
Bridging RIs and
OS publishing
practices
Scholarly Communication transition to Open Science
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Open Science and Scholarly Communication
Research
data
Research
Software
e-infra Tools &
Services
Research
data
Research process
Research literature:
Articles, docs, white papers
01101010
01100001
11010010
01101010
01100001
11010010
Scholarly Communication
Infrastructure
Literature
Repository
01101010
01100001
11010010
Data
Repository
Software
Repository
01101010
01100001
11010010
01101010
01100001
11010010
“Experiment”
Repository
citation
partOf
partOf
Provenance: e.g. created by
Research Infrastructures
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
OpenAIRE Research
Graph
Materializing the Open Research Graph
Project community
FunderFunding
Product
Publication
Research
Data
Software
Organization
Source
Other res.
products
MiningHarvestingDeduplication
• Harvested data sources
10K +
• Harvested records
450Mi +
• Publication full-texts
10.5Mi+
• Harvested/mined links
340Mi +
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
People
Services
Facilities
…
Including
Citations
Usage Stats
Providing an open metadata
research graph of interlinked
scientific products, with Open
Access information, linked to
funding information and research
communities
The OpenAIRE research graph
Open
Complete
De-duplicated
Transparent
Participatory
Decentralized
Trusted
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Added value services
Discovery,monitoring,assessmentofresearch
Links to non-academicinfras
Strategic for Open Science
Making the research graph
an EOSC resource
Open,Trusted,Complete,De-duplicated,Participatory,Transparent,Decentralized
Actors
Institutions, research organizations, funders, content
providers, researchers, SMEs, etc.
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Complete aggregation
coverage
Academic Graph
Project community
FunderFunding
Product
Publication
Research
Data
Software
Organization
Source
Other res.
products
… and more
… and more
… and more
… and more
… and more
… and more
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Transition from OA content acquisition policies to OS
content acquisition policies
numbers from: explore.openaire.eu and beta.explore.openaire.eu
literature-research
data links
Open Access PDFs for
mining
120Mi
10Mi+0
10000000
20000000
30000000
40000000
50000000
60000000
70000000
80000000
90000000
100000000
old CAP new CAP
literature
0
500000
1000000
1500000
2000000
2500000
3000000
3500000
4000000
4500000
5000000
old CAP new CAP
research data
0
20000
40000
60000
80000
100000
120000
140000
160000
old CAP new CAP
software
0
500000
1000000
1500000
2000000
2500000
3000000
3500000
4000000
4500000
5000000
old CAP new CAP
other
26Mi
94Mi
1M
8Mi
95K
192K
3.6Mi
7.5Mi
225Mi inferred links:
Article-project
Article-article
Article-software
Article-community
Ecc.Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Services for all stakeholders
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Funders, institutions, RIs, initiatives, 3rd parties
Content providers,
Research Infras
Researchers, scientists
Support
Accelerate
Monitor
2. Support and training
Providing the human aspects
Making the local global
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
National
Global
Thematic
Social/Training Technical/Services
3 levels of operation
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
34 countries
à Key national organizations
4 regional area coordinators
3 coordinators for
o Policies
o RDM
o Legal
National Open Access Desks (NOADs)
A pan-European network to address diversity in culture & maturity of national/local infras
National Strategy
Outreach Support Training Policy
NOADs: A key vehicle in policies and training
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Ground work for OS and EOSC10 national workshops 1048 participants
170 conferences attended, presented in 96
9 funder mandates
4109 repositories, 1720 OA journals contacted
2018
HELPDESK
• Ask a question
• FAQs
RESOURCES
• OA guides
• Copyright issues
• Factsheets
TRAINING
• Webinars
• Workshops
Support and Training
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Distributed and hierarchical training: train-the-trainers
NOADs ⇢ National / research infras, organizations ⇢ Researchers
45 webinars 2790 participants
55 f2f training events 1637 participants
8 train-the-trainer events 155 OS trainers
2018
• Rules: Open Science policies
• Practices: Openness and FAIRness RDM
• Technical: APIs (ResourseSync, schema.org),
OpenAIRE Guidelines for Content
Providers (metadata)
Cross infrastructure OS training
It’s all about synergies
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Community of practice for training
the trainers
Thank you!
Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
Natalia Manola
natalia@di.uoa.gr

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OpenAIRE - Bridging the worlds where science is performed and science is published

  • 1. @openaire_eu Implementing Open Science in EOSC Putting the puzzle together Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 Natalia Manola OpenAIRE Managing Director Athena Research & Innovation Center Paolo Manghi OpenAIRE Technical Director CNR-ISTI
  • 2. Open Access to publications Open / FAIR data Open Software Linked Open Science (Provenance) Open methodology (Open peer review) Access to resources for analytics Access by non-academics Open Science Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 … practice science in such a way that others can collaborate and contribute, where research data, lab notes and other research processes are freely available, under terms that enable reuse, redistribution and reproduction of the research and its underlying data and methods.
  • 3. open and reproducible science scientific/scholarly communication data infrastructure social + technical links service + data interoperability AkeypillarofEOSC
  • 4. Bridging the worlds where science is performed and science is published Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
  • 5. Scholarly communication services (sharing, evaluating, monitoring science) Research infrastructure services, i.e. digital labs (performing science) E-infrastructure (enabling digital services for science) EOSC as a facilitator of Open Science ? ? ? ? Services Actors Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
  • 6. Scholarly communication services (sharing, evaluating, monitoring science) Research infrastructure services. i.e. digital labs (performing science) E-infrastructure (enabling digital services for science) EOSC as a facilitator of Open Science Architecture Functionality Participation rules Practices Quality Interoperability Economy of scale Sustainability Scholarly communication services (sharing, evaluating, monitoring science) Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
  • 7. EOSC, Open Science and data Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
  • 8. Small data, Big data Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 Small Data Big Data Data Source Accessible, informative, actionable No traditional data processing Volume < 1 TB Terra and Exascale Velocity Controlled and steady data flow Very fast Speed Fast accumulation Variety Structured data High Variety Data Sets Veracity Less noise as controlled collection Rigorous data validation required before processing Value Business intelligence, analysis, reporting Data Mining for prediction, pattern finding, etc. Time Variance Historical data equal valued In some cases data gets old Data Location Databases, local servers Distributed storages on Cloud Infrastructure Predictable resource allocation Agile Infra, with horizontally scalable architecture Differences in: Collection, Processing, Scalability, Modeling, Storage & Computation Coupling, Data Science, Data Security …small data will increasingly be made more big data-like through the development of new data infrastructures that pool, scale and link small data in order to create larger datasets, encourage sharing and reuse, and open them up to combination with big data and analysis using big data analytics Small data combined needs big data infrastructure
  • 9. EOSC deconstructed Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 Network Storage Compute Data Management Analytics ACCESS LAYER FAIR data Registries Identifiers Papers Funding Services People Facilities Monitoring KPIs Citations Usage Stats Actors Publishing- Sharing Interoperability Layer AAI Service Managem ent Data Access Research in Context Research Assessment in the heart of Open Science
  • 10. Policies Training Services Connecting o Establishing infrastructure o Added value services Empowering • Open Science • Open Access • Policies • Services 3 pillars of action Aligning o Standard o Guidelines o Practices o Workflows
  • 11. 1. Services Providing the glue via scholarly/scientific communication Making small data big
  • 12. Research data Research Software e-infra Tools & Services Research data Research process Research literature: Articles, docs, white papers 01101010 01100001 11010010 01101010 01100001 11010010 Scholarly Communication InfrastructureResearch Infrastructures Publishing all kinds of products Enabling Reproducibility (R*) Fully-fledged assessment of science Fully-fledged scientific reward Enabling Monitoring Bridging RIs and OS publishing practices Scholarly Communication transition to Open Science Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
  • 13. Open Science and Scholarly Communication Research data Research Software e-infra Tools & Services Research data Research process Research literature: Articles, docs, white papers 01101010 01100001 11010010 01101010 01100001 11010010 Scholarly Communication Infrastructure Literature Repository 01101010 01100001 11010010 Data Repository Software Repository 01101010 01100001 11010010 01101010 01100001 11010010 “Experiment” Repository citation partOf partOf Provenance: e.g. created by Research Infrastructures Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
  • 15. Materializing the Open Research Graph Project community FunderFunding Product Publication Research Data Software Organization Source Other res. products MiningHarvestingDeduplication • Harvested data sources 10K + • Harvested records 450Mi + • Publication full-texts 10.5Mi+ • Harvested/mined links 340Mi + Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 People Services Facilities … Including Citations Usage Stats
  • 16. Providing an open metadata research graph of interlinked scientific products, with Open Access information, linked to funding information and research communities The OpenAIRE research graph Open Complete De-duplicated Transparent Participatory Decentralized Trusted Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
  • 17. Added value services Discovery,monitoring,assessmentofresearch Links to non-academicinfras Strategic for Open Science Making the research graph an EOSC resource Open,Trusted,Complete,De-duplicated,Participatory,Transparent,Decentralized Actors Institutions, research organizations, funders, content providers, researchers, SMEs, etc. Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
  • 18. Complete aggregation coverage Academic Graph Project community FunderFunding Product Publication Research Data Software Organization Source Other res. products … and more … and more … and more … and more … and more … and more Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
  • 19. Transition from OA content acquisition policies to OS content acquisition policies numbers from: explore.openaire.eu and beta.explore.openaire.eu literature-research data links Open Access PDFs for mining 120Mi 10Mi+0 10000000 20000000 30000000 40000000 50000000 60000000 70000000 80000000 90000000 100000000 old CAP new CAP literature 0 500000 1000000 1500000 2000000 2500000 3000000 3500000 4000000 4500000 5000000 old CAP new CAP research data 0 20000 40000 60000 80000 100000 120000 140000 160000 old CAP new CAP software 0 500000 1000000 1500000 2000000 2500000 3000000 3500000 4000000 4500000 5000000 old CAP new CAP other 26Mi 94Mi 1M 8Mi 95K 192K 3.6Mi 7.5Mi 225Mi inferred links: Article-project Article-article Article-software Article-community Ecc.Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019
  • 20. Services for all stakeholders Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 Funders, institutions, RIs, initiatives, 3rd parties Content providers, Research Infras Researchers, scientists Support Accelerate Monitor
  • 21. 2. Support and training Providing the human aspects Making the local global
  • 22. Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 National Global Thematic Social/Training Technical/Services 3 levels of operation
  • 23. Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 34 countries à Key national organizations 4 regional area coordinators 3 coordinators for o Policies o RDM o Legal National Open Access Desks (NOADs) A pan-European network to address diversity in culture & maturity of national/local infras National Strategy
  • 24. Outreach Support Training Policy NOADs: A key vehicle in policies and training Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 Ground work for OS and EOSC10 national workshops 1048 participants 170 conferences attended, presented in 96 9 funder mandates 4109 repositories, 1720 OA journals contacted 2018
  • 25. HELPDESK • Ask a question • FAQs RESOURCES • OA guides • Copyright issues • Factsheets TRAINING • Webinars • Workshops Support and Training Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 Distributed and hierarchical training: train-the-trainers NOADs ⇢ National / research infras, organizations ⇢ Researchers 45 webinars 2790 participants 55 f2f training events 1637 participants 8 train-the-trainer events 155 OS trainers 2018
  • 26. • Rules: Open Science policies • Practices: Openness and FAIRness RDM • Technical: APIs (ResourseSync, schema.org), OpenAIRE Guidelines for Content Providers (metadata) Cross infrastructure OS training It’s all about synergies Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 Community of practice for training the trainers
  • 27. Thank you! Creating Platform-Driven E-Infrastructure Innovation On EOSC | July 10, 2019 Natalia Manola natalia@di.uoa.gr