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Towards Machine-actionable FAIR Digital Objects with a Typing Model that Enables Operations

Inckmann, Maximilian ORCID iD icon 1; Blumenröhr, Nicolas ORCID iD icon 1; Aversa, Rossella ORCID iD icon 1
1 Scientific Computing Center (SCC), Karlsruher Institut für Technologie (KIT)

Abstract (englisch):

FAIR Digital Objects support research data management aligned with the FAIR principles. They provide a machine-actionable and harmonized metadata layer on top of existing systems and specifications. However, the typing models used in current Data Type Registries lack mechanisms for inheritance and to associate operations with data types. We build on the existing concepts and present a typing model that enables reusable, technology-agnostic FAIR Digital Object Operations associated with data types. The Integrated Data Type and Operations Registry with Inheritance System is a prototype of our typing model that supports data type inheritance, rule-based validation, and the computation of type-operation associations. We conclude that this work substantially advances the machineactionability of FAIR Digital Objects, paving the way towards dynamic, interoperable, and reproducible research workflows.


Postprint §
DOI: 10.5445/IR/1000185651
Veröffentlicht am 04.12.2025
Originalveröffentlichung
DOI: 10.1109/eScience65000.2025.00022
Cover der Publikation
Zugehörige Institution(en) am KIT Scientific Computing Center (SCC)
Publikationstyp Proceedingsbeitrag
Publikationsdatum 15.09.2025
Sprache Englisch
Identifikator ISBN: 979-8-3315-9145-8
ISSN: 2325-3703
KITopen-ID: 1000185651
HGF-Programm 46.21.05 (POF IV, LK 01) HMC
Weitere HGF-Programme 46.21.01 (POF IV, LK 01) Domain-Specific Simulation & SDLs and Research Groups
Erschienen in IEEE International Conference on eScience (eScience 2025)
Veranstaltung 21st IEEE International Conference on eScience (2025), Chicago, IL, USA, 15.09.2025 – 18.09.2025
Verlag Institute of Electrical and Electronics Engineers (IEEE)
Seiten 111–120
Projektinformation NFDI-MatWerk, 460247524 (DFG, NFDI 38/1)
Schlagwörter Data Type Registry, FAIR Digital Objects, FAIR Digital Object Operations, Machine-actionability, Metadata
Nachgewiesen in Scopus
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