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- 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
- Schema.org: Evolution of Structured Data on the Web - general purpose framework for tagging web-resources for indexing and discovery - also see schema.org
- W3C Data Catalog Vocabulary, descriptive metadata for catalogs of datasets and services
Reproducibility and Replicability
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- 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