sdg-queries-evaluation-report
In this study we evaluate the accuracy of our Aurora SDG classification model version 5, to match research papers to the Sustainable Development Goals (SDG's) of the United Nations. The aim of this investigation is to be transparent about the accuracy of the model, because this model might get used in reporting and strategy analysis by University leadership. The measurements are based on a baseline, 'golden set', where researchers of the Aurora universities handpicked publications that relate to an SDG. We measured the Precision and Recall of the Aurora model, and relating it to our previous version of the model, and to the Elsevier SDG model.
https://github.com/aurora-network-global/sdg-queries-evaluation-report
Science Score: 75.0%
This score indicates how likely this project is to be science-related based on various indicators:
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✓CITATION.cff file
Found CITATION.cff file -
✓codemeta.json file
Found codemeta.json file -
✓.zenodo.json file
Found .zenodo.json file -
✓DOI references
Found 4 DOI reference(s) in README -
✓Academic publication links
Links to: zenodo.org -
○Committers with academic emails
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✓Institutional organization owner
Organization aurora-network-global has institutional domain (aurora-universities.eu) -
○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (3.9%) to scientific vocabulary
Keywords
Repository
In this study we evaluate the accuracy of our Aurora SDG classification model version 5, to match research papers to the Sustainable Development Goals (SDG's) of the United Nations. The aim of this investigation is to be transparent about the accuracy of the model, because this model might get used in reporting and strategy analysis by University leadership. The measurements are based on a baseline, 'golden set', where researchers of the Aurora universities handpicked publications that relate to an SDG. We measured the Precision and Recall of the Aurora model, and relating it to our previous version of the model, and to the Elsevier SDG model.
Basic Info
Statistics
- Stars: 1
- Watchers: 2
- Forks: 1
- Open Issues: 1
- Releases: 2
Topics
Metadata Files
README.md
Evaluation on accuracy of mapping science to the United Nations' Sustainable Development Goals (SDGs) of the Aurora SDG queries
In this study we evaluate the accuracy of our Aurora SDG classification model version 5, to match research papers to the Sustainable Development Goals (SDG's) of the United Nations. The aim of this investigation is to be transparent about the accuracy of the model, because this model might get used in reporting and strategy analysis by University leadership. The measurements are based on a baseline, 'golden set', where researchers of the Aurora universities handpicked publications that relate to an SDG. We measured the Precision and Recall of the Aurora model, and relating it to our previous version of the model, and to the Elsevier SDG model.
Owner
- Name: Aurora Universities
- Login: Aurora-Network-Global
- Kind: organization
- Website: https://aurora-universities.eu/sdg-research/
- Twitter: aurora_org
- Repositories: 6
- Profile: https://github.com/Aurora-Network-Global
Citation (CITATION.cff)
# YAML 1.2
---
authors:
-
affiliation: "University of Duisburg-Essen"
family-names: Schmidt
given-names: Felix
orcid: "https://orcid.org/0000-0002-9277-7954"
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affiliation: "Vrije Universiteit Amsterdam"
family-names: Vanderfeesten
given-names: Maurice
orcid: "https://orcid.org/0000-0002-5119-3514"
cff-version: "1.1.0"
date-released: 2021-06-08
doi: "10.5281/zenodo.4917108"
license: "CC-BY-4.0"
message: "If you use this software, please cite it using these metadata."
repository-code: "https://github.com/Aurora-Network-Global/sdg-queries-evaluation-report"
title: "Evaluation on accuracy of mapping science to the United Nations' Sustainable Development Goals (SDGs) of the Aurora SDG queries"
version: "1.0"
...
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| Name | Commits | |
|---|---|---|
| Maurice Vanderfeesten | m****n@g****m | 15 |
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