2 papers
cs.AI2025
Human-in-the-Loop and AI: Crowdsourcing Metadata Vocabulary for Materials Science
Jane Greenberg, Scott McClellan, Addy Ireland +7
Metadata vocabularies are essential for advancing FAIR and FARR data principles, but their development constrained by limited human resources and inconsistent standardization pract…
cs.IR2024
Making Sense of Metadata Mess: Alignment & Risk Assessment for Diatom Data Use Case
Kio Polson, Marina Potapova, Uttam Meena +4
Biologists study Diatoms, a fundamental algae, to assess the health of aquatic systems. Diatom specimens have traditionally been preserved on analog slides, where a single slide ca…