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The CLEAR Principle: organizing data and metadata into semantically meaningful types of FAIR Digital Objects to increase their human explorability and cognitive interoperability

Crossref DOI link: https://doi.org/10.1186/s13326-025-00340-7

Published Online: 2025-10-28

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Vogt, Lars https://orcid.org/0000-0002-8280-0487
Funding

Funding for this research was provided by:

Technische Informationsbibliothek (TIB) - Universitätsbibliothek
License Information

Text and Data Mining valid from 2025-10-28

Version of Record valid from 2025-10-28
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Article History

Received: 28 November 2024

Accepted: 4 October 2025

First Online: 28 October 2025

Declarations

Ethics approval and consent to participate: Not applicable.

Consent for publication: Not applicable.

Competing interests: The authors declare no competing interests.

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