The French Open Science Monitor
Steering the science based on open bibliographic databases
FrenchOpenScienceMonitor.esr.gouv.fr
February 3, 2024
FOSDEM
Anne L'Hôte
Data engineer & software craftswoman
Objectives
National Plan for Open Science
in 2018, the monitor has been designed as:
👑 a
sovereign
and
evolving
tool for
assessing the impacts
of the open science public policy
🔧 a strategic tool to refine and adjust open science
public policies
👩🔬 a
lever for improving knowledge of French scientific production
, beyond the Open Science aspects
The monitor is a command for
monitoring and steering public policy
by taking into account
bibliodiversity
sharing and openness to encourage
transparency and reproducibility
🧗 These constraints led us to
choose the difficult path
at the methodological level, in particular for
detection of affiliations and disciplinary fields
at the operational level, with a
IT infrastructure adapted
Publications
Current situation
#1 Extract data
PubMed, Crossref, HAL
🏗️ Automatic country detection (affiliation-matcher)
#2 Detect the country of affiliations
🏗️ Automatic country detection (affiliation-matcher)
#3 Consolidate the opening status
Open access detection: Unpaywall
🏗️ Classification of open access types
#3 Consolidate the disciplinary classification
Training data : Pascal and Francis, Field of Research (FoR)
🏗️ Automatic classification models (fastText)
#4 Share the results
#4 Share the results
200 local variations
Indicators
Indicators
Data, code and software
#1 Collect data
#2 Download PDFs, the open ones
#2 Download PDFs, the closed ones
#3 Consolidate metadata - Grobid
#3 Consolidate metadata - DataStet & Softcite
#4 Indicators
Indicators
Indicators
Indicators
The Open outputs
🐙
Open Code
📊
Open Data
🧪
Transparent methodology
📢
Open talk
What's new since 2018 ?
OpenAlex
released the data about the world's research in CC0
Open Access Dashboard by COKI
CWTS released the
Leiden Ranking Open Edition
❔ Questions ?
📨 anne.lhote@recherche.gouv.fr
📨 bso@recherche.gouv.fr
🦣 https://mas.to/@annelhote
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The French Open Science Monitor Steering the science based on open bibliographic databases FrenchOpenScienceMonitor.esr.gouv.fr February 3, 2024 FOSDEM Anne L'Hôte Data engineer & software craftswoman