Introducing FJORD: Orchestrating Research Data Management through Enhanced FAIRness

Research data management needs better, integrated approaches. Data Management Plans (DMPs) are key, but fragmented systems limit their FAIR principles potential. This paper introduces FJORD, a framework evolving DMPs to integrate and orchestrate research ecosystems at an institutional level. FJORD enhances DMPs into supplementary tools, leveraging a project proposal platform to manage, monitor, and track intellectual assets via knowledge graphs, aiding researchers across university systems. The framework exports machine-actionable DMPs (maDMPs) compatible with RDA and existing DMP tools. By providing unified metadata management and system interoperability, FJORD improves FAIRness tracking and assessment, streamlines administration, and accelerates scientific discovery, while maintaining data sovereignty. This paper details FJORD's tenets, architecture, and impact on institutional data strategies and governance.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-18
DOI
https://doi.org/10.5281/zenodo.18892563
Primary Topic
Research Data Management Practices
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Introducing FJORD: Orchestrating Research Data Management through Enhanced FAIRness

Federico Grasso Toro
Zenodo (CERN European Organization for Nuclear Research)
Research Data Management Practices
article

Introducing FJORD: Orchestrating Research Data Management through Enhanced FAIRness

Federico Grasso Toro
article en

Abstract

Research data management needs better, integrated approaches. Data Management Plans (DMPs) are key, but fragmented systems limit their FAIR principles potential. This paper introduces FJORD, a framework evolving DMPs to integrate and orchestrate research ecosystems at an institutional level. FJORD enhances DMPs into supplementary tools, leveraging a project proposal platform to manage, monitor, and track intellectual assets via knowledge graphs, aiding researchers across university systems. The framework exports machine-actionable DMPs (maDMPs) compatible with RDA and existing DMP tools. By providing unified metadata management and system interoperability, FJORD improves FAIRness tracking and assessment, streamlines administration, and accelerates scientific discovery, while maintaining data sovereignty. This paper details FJORD's tenets, architecture, and impact on institutional data strategies and governance.

Zenodo (CERN European Organization for Nuclear Research)
University of Bern (CH)
Life in Land
Openalex Percentile: Top 53%
Research Data Management Practices
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.