Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Knowledge Engineering for Open Science: Building and Deploying Knowledge Bases for Metadata Standards

AI Magazine(2025)10.1002/aaai.70048Source: DataRank Database

Knowledge Engineering for Open Science: Building and Deploying Knowledge Bases for Metadata Standards is a research paper published in AI Magazine (2025). On theSindex it has a DataRank of 0. It has been cited 2 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access2 citations

Free full text

Cite:

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (7 grants)Impact (FWCI 3.94)OA: hybridTopics (18)IDs (PubMed, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (4)

Martin J. O’Connor ORCID,Josef Hardi ORCID,Marcos Martínez‐Romero,Mark A. Musen ORCID

Live enrichment

PubMed:42383161 OpenAlex:https://openalex.org/W7117749798

National Institutes of Health

Grant: U54 AI117925

National Institutes of Health

Grant: R01 LM013498

National Institutes of Health

Grant: U24 GM143402

National Institutes of Health

Grant: OT2 OD033759

National Institutes of Health

Grant: OT2 DB000009

National Science Foundation

Grant: 1937698

An EHR Core Research (ECR) Data Resource Hub to catalyze culture change and community building for improving rigor and reproducibility in STEM education research

National Science Foundation

Grant: 2134956

EAGER: Dryad BRIDGE: Building Repository Interconnections with Dryad Guidance and Extensions

FWCI

3.94

Citation Percentile

1.0%

Citation Trend

2026

hybridLicense: cc-by

journalhttps://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aaai.70048

publisherhttps://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aaai.70048

publisherhttps://onlinelibrary.wiley.com/doi/pdf/10.1002/aaai.70048

publisherhttps://onlinelibrary.wiley.com/doi/full-xml/10.1002/aaai.70048

journalhttps://doi.org/10.1002/aaai.70048

Fields of Study

Research Data Management PracticesScientific Computing and Data ManagementBiomedical Text Mining and Ontologies05 social sciences0509 other social sciences

Keywords

MetadataMetadata repositoryMeta Data ServicesAnnotationVariety (cybernetics)Data elementMetadata modelingGeospatial metadataData dictionaryFOS: Computer and information sciencesDigital LibrariesH.3.7Digital Libraries (cs.DL)