Published July 5, 2023 | Version v2
Lesson Open

Data exchange with RO-Crates and Knowledge Graphs

  • 1. ROR icon University of Manchester
  • 2. ZB MED Information Centre for Life Sciences

Description

Data exchange with RO-Crates and Knowledge Graphs

Workshop at Open Science Festival 2023, Köln, Germany

Citation: Soiland-Reyes, S., Castro, L. J., & Rebholz-Schuhmann, D. (2023, July 5). Data exchange with RO-Crates and Knowledge Graphs. Zenodo. https://doi.org/10.5281/zenodo.10552448 

 

Date: Wednesday 5th July 2023 09:30-12:30 CEST

  • Room: Room John Nash (CECAD Lecture Hall)

  • Agenda (below)

Chairs:

  • Stian Soiland-Reyes (RO-Crate, ELIXIR-UK, BY-COVID, FAIR-IMPACT, EOSC-Life, EuroScienceGateway)

  • Leyla Jael Castro  (Bioschemas, NFDI4DataScience, ZB MED Information Centre for Life Sciences)

  • Dietrich Rebholz-Schuhmann (Scientific Director – ZB MED)

Abstract: 

Digital Objects (e.g., data, software) and formal knowledge representations (e.g., structured metadata) form the two sides of the Linked Open Science coin: scientists want to exchange their data as Open Science material, possibly embedding it into RO-Crates, while they also want to share their findings and knowledge in a formalised representation, possibly deploying Knowledge Graph representations. What is the meeting point between data distributed via RO-Crates and that one part of a Knowledge Graph? Do RO-Crates and Knowledge Graphs serve different types of data or do they complement each other? What would be the dis/advantages of having Knowledge Graphs in RO-Crates or RO-Crates as nodes in Knowledge Graphs? In this workshop, we will first introduce RO-Crates and then have a round table open discussion to compare the potentials of the different approaches for capturing the data and the knowledge of the scientific world.

RO-Crate is a community effort to practically achieve FAIR packaging of research objects (digital objects like data, methods, software) with structured metadata. RO-Crate uses well-established Web standards and FAIR principles. For common metadata representations, RO-Crate builds on schema.org, a mature and general mark-up vocabulary used by search engines including Google Dataset Search. RO-Crate is adapted by many EU/EOSC projects as a pragmatic implementation of the FAIR Digital Objects vision.

 

Agenda

Time (CEST)

Wed 2023-07-06

09:30

Overview of FAIR data publishing and RO-Crate

Speaker: Leyla Jael Castro, Stian Soiland-Reyes

Overview of FAIR data publishing and RO-Crate (files included in this record)

09:50

A very brief introduction to making metadata with JSON-LD 

Speaker: Stian Soiland-Reyes

JSON-LD intro (files included in this record)

10:00

Tutorial: FAIRify a dataset using just enough metadata 

Speaker: Leyla Jael Castro

FAIRify datasets with Bioschemas tutorial (files included in this record)

10:30

Tutorial: Packaging a dataset with its metadata as a RO-Crate

Speaker: Stian Soiland-Reyes

See training material

10:50

Making your own metadata profile

Speaker: Stian Soiland-Reyes

11:00

Coffee Break

11:30

Demo: Using Linked Data tooling to query knowledge graphs and challenges

Speaker: Stian Soiland-Reyes

https://github.com/stain/ro-crate-sparql/blob/main/ro-crate-sparql.ipynb 

11:50

Open discussion, feedback and requirements from early adopters

Moderator: Dietrich Rebholz-Schuhmann

12:20

Wrap-up and next steps

Lead: Stian Soiland-Reyes

Files

Data exchange with RO-Crates and Knowledge Graphs (Open Science Festival 2023)_v2.pdf

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Additional details

Funding

NFDI4DS - NFDI for Data Science and Artificial Intelligence 460234259
Deutsche Forschungsgemeinschaft
BY-COVID – Beyond COVID 101046203
European Commission
EOSC-Life – Providing an open collaborative space for digital biology in Europe 824087
European Commission
FAIR-IMPACT – Expanding FAIR Solutions across EOSC 101057344
European Commission
FAIR-IMPACT: Expanding FAIR Solutions across EOSC 10038992
UK Research and Innovation
EuroScienceGateway – leveraging the European compute infrastructures for data-intensive research guided by FAIR principles 101057388
European Commission
EuroScienceGateway: leveraging the European compute infrastructures for data-intensive research guided by FAIR principles 10038963
UK Research and Innovation