From Standards to Application Matrices: Building FAIRagro Data Quality & Fitness-for-Use

Data quality is key for reusability → must consider both producer and user perspectives.• Producers (Standards): ISO 19157-1 defines the producer view.• Gaps: PDFs not machine-actionable.• Users (Applications): No standards for user perspective; quality elements scattered across literature.• Opportunities: Scientific literature reveals user needs and data applications.• Key Question: How can we transform standards + literature into structured, queryable, FAIR-compliant descriptors?

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-09
DOI
https://doi.org/10.5281/zenodo.17303381
Primary Topic
Clostridium difficile and Clostridium perfringens research
Type
article
Field-Weighted Citation Impact
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article

From Standards to Application Matrices: Building FAIRagro Data Quality & Fitness-for-Use

Zenodo (CERN European Organization for Nuclear Research)
Clostridium difficile and Clostridium perfringens research
article

From Standards to Application Matrices: Building FAIRagro Data Quality & Fitness-for-Use

article en

Abstract

Data quality is key for reusability → must consider both producer and user perspectives.• Producers (Standards): ISO 19157-1 defines the producer view.• Gaps: PDFs not machine-actionable.• Users (Applications): No standards for user perspective; quality elements scattered across literature.• Opportunities: Scientific literature reveals user needs and data applications.• Key Question: How can we transform standards + literature into structured, queryable, FAIR-compliant descriptors?

Zenodo (CERN European Organization for Nuclear Research)
Julius Kühn-Institut (DE)
Openalex Percentile: Top 40%
Clostridium difficile and Clostridium perfringens research
DOIOpen Access PDFOpenAlex
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From Standards to Application Matrices: Building FAIRagro Data Quality & Fitness-for-Use · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS