Visualizing the Network of Scholarly Works on DataCite Commons

Collaborative research projects often involve teams of researchers from different institutes, and each research stage—from the planning, the piloting, the data collection, analysis, writing, and revision—produces outputs that embody rich details of the research work that are essential for reproducibility and reuse. Being able to demonstrate and track project outputs simplifies the reporting process for the project leaders, makes visible the contributions of all project members, and supports assessment for funders. Through the FAIR Workflows project, we delivered a project dashboard that showcases the diverse types of outputs produced throughout a project’s lifetime. To highlight the diversity of research outputs and their interconnectedness, we designed a visualization of all related works of a project, and implemented it on DataCite Commons for project DOIs as a proof of concept. Now we expanded the scope and launched this network graph for works of all resource types.

Institutions

Publication Details

Journal
DataCite API
Published
2024-10-21
DOI
https://doi.org/10.5438/xqqz-4544
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

Visualizing the Network of Scholarly Works on DataCite Commons

DataCite API
Research Data Management Practices
article

Visualizing the Network of Scholarly Works on DataCite Commons

article en

Abstract

Collaborative research projects often involve teams of researchers from different institutes, and each research stage—from the planning, the piloting, the data collection, analysis, writing, and revision—produces outputs that embody rich details of the research work that are essential for reproducibility and reuse. Being able to demonstrate and track project outputs simplifies the reporting process for the project leaders, makes visible the contributions of all project members, and supports assessment for funders. Through the FAIR Workflows project, we delivered a project dashboard that showcases the diverse types of outputs produced throughout a project’s lifetime. To highlight the diversity of research outputs and their interconnectedness, we designed a visualization of all related works of a project, and implemented it on DataCite Commons for project DOIs as a proof of concept. Now we expanded the scope and launched this network graph for works of all resource types.

DataCite API
DataCite (DE)
Openalex Percentile: Top 45%
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.