Autonomous FAIR Digital Objects augment FDOs with Semantic Web-based policy, announcement, and reputation-weighted agreement layers, resolving 56.3% of ClinVar conflicts in evaluation while tolerating bounded attacks.
Proceedings of the VLDB Endowment (PVLDB)18(11), 4602–4615 (2025)
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Autonomous FAIR Digital Objects: From Passive Assertions to Active Knowledge
Autonomous FAIR Digital Objects augment FDOs with Semantic Web-based policy, announcement, and reputation-weighted agreement layers, resolving 56.3% of ClinVar conflicts in evaluation while tolerating bounded attacks.