3 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…
cs.DL2021
Project Pipeline: Preservation, Persistence, and Performance
Jane Greenberg, Christopher B. Rauch, Mat Kelly
Preservation pipelines demonstrate extended value when digitized content is also computation ready. Expanding this to historical controlled vocabularies published in analog format…