Chem-DCAT-AP: Extending DCAT-AP using LinkML in Layers

Presentation given at the Ontologies4Chem Workshop 2025. Abstract: We presented the DCAT-AP extension developed in a joint venture by NFDI4Chem & NFDI4Cat. This LinkML based, extended version of DCAT-AP can be used to provide domain specific metadata on datasets. We will demonstrate how this extension can be applied for any scientific domain due to its mapping to PROV-O, DCTerms and QUDT, as well as how it can be further extended easily to provide domain specific metadata schemata directly mapped to more domain specific terminologies on the example of chemistry and catalysis. --- This research was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation), grant number 441958208 (NFDI4Chem) 441926934 (NFDI4Cat).

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-11
DOI
https://doi.org/10.5281/zenodo.17880056
Primary Topic
Advanced Graph Neural Networks
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Chem-DCAT-AP: Extending DCAT-AP using LinkML in Layers

Zenodo (CERN European Organization for Nuclear Research)
Advanced Graph Neural Networks
article

Chem-DCAT-AP: Extending DCAT-AP using LinkML in Layers

article en

Abstract

Presentation given at the Ontologies4Chem Workshop 2025. Abstract: We presented the DCAT-AP extension developed in a joint venture by NFDI4Chem & NFDI4Cat. This LinkML based, extended version of DCAT-AP can be used to provide domain specific metadata on datasets. We will demonstrate how this extension can be applied for any scientific domain due to its mapping to PROV-O, DCTerms and QUDT, as well as how it can be further extended easily to provide domain specific metadata schemata directly mapped to more domain specific terminologies on the example of chemistry and catalysis. --- This research was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation), grant number 441958208 (NFDI4Chem) 441926934 (NFDI4Cat).

Zenodo (CERN European Organization for Nuclear Research)
TU Dortmund University (DE), Technische Informationsbibliothek (TIB) (DE), Leibniz Institute for Catalysis (DE)
Industry, innovation and infrastructure
Openalex Percentile: Top 20%
Advanced Graph Neural Networks
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.