Related Material (Dagstuhl 2019 Interoperability Workshop)
2018 workshop outcomes
FAIR
- Turning FAIR into reality - Final report and action plan from the European Commission expert group on FAIR data
- FAIRification Process - Detailed description of the application FAIR principles and sub-principles
GO FAIR Implementation Network: "GO Inter: Cross-Domain Interoperability of Heterogeneous Research Data"
- Dagstuhl Perspectives Workshop 2018 "Implementing FAIR Data Infrastructures" - has link to report
- Metadata for Machines Workshops, Making it easy for humans to make metadata for machines
- One introductory documents for this project: Thoughts on Metadata, Peter Wittenburg
- Related publication: "FAIR Science for Social Machines: Let's Share Metadata Knowlets in the Internet of FAIR Data and Services", Barend Mons, 2019
- First Workshop, Oct 15-16, 2018, Leiden, NL
- One introductory documents for this project: Thoughts on Metadata, Peter Wittenburg
Generic Approaches on Cross-Domain Data
- Methodologies for Cross-Domain Data Fusion: An Overview - Yu Zheng, IEEE Transactions on Big Data, September 2015
- A data model for cross-domain data representation, The "Europeana Data Model" in the case of archival and museum data
- From Interoperability to Harmonization in Metadata Standardization, Designing an Evolvable Framework for Metadata Harmonization, Mikael Nilsson, doctoral thesis, Stockholm 2010
Reproducibility and Replicability
- Reproducibility and Replicability in Science. National Academies of Sciences, Engineering, and Medicine. 2019. (see summary, especially recommendation 4-1 on pages 4-5)
Harmonization
- Harmonization of (socio-demographic) variables in social sciences
- Socio-demographic characteristics, GESIS survey guidelines
- Data harmonization, Peter Granda and Emily Blasczyk, Guidelines for Best Practice in Cross-Cultural Surveys
Metadata Standards
- CERIF - the Common European Research Information Format
- DAta Tag Suite (DATS)
- Dataset Catalog Vocabulary (DCAT), descriptive metadata for catalogs of datasets and services
- DDI Materials
- Ecological Metadata Language (EML)
- FHIR (Fast Healthcare Interoperability Resources) and HL7 materials
- ISO 19115 Geographic Information -- Metadata
- Schema.org: Evolution of Structured Data on the Web - general purpose framework for tagging web-resources for indexing and discovery - also see schema.org
- Other relevant W3C vocabularies