<script type="text/javascript">
<!--
document.write('<div id="oa_widget"></div>');
document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=undefined&type=result"></script>');
-->
</script>

COPY SCRIPT

For further information contact us at helpdesk@openaire.eu

Evaluation on accuracy of mapping science to the United Nations' Sustainable Development Goals (SDGs) of the Aurora SDG queries

descriptionPublicationkeyboard_double_arrow_right Report 09 Jun 2021 English Publisher:Zenodo

Authors: Schmidt, Felix; Vanderfeesten, Maurice;

doi: 10.5281/zenodo.4964606 , 10.5281/zenodo.4917171 , 10.5281/zenodo.4923565 , 10.5281/zenodo.4917108 , 10.5281/zenodo.4917107

Evaluation on accuracy of mapping science to the United Nations' Sustainable Development Goals (SDGs) of the Aurora SDG queries

- Summary
- Subjects
- Related research
  (6)
- Metrics

Abstract

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.

Funded by European Commission, Project ID: 101004013, Call: EAC-A02-2019-1, Programme: EPLUS2020, DG/Agency: EACEA [ Project website | Zenodo Community | Github ]

Related Organizations

Vrije Universiteit Amsterdam
Netherlands
University of Duisburg-Essen
Germany

Keywords

Bibliometrics, SDGs, Sustainable Development Goals, Precision, Recall, Scientific publications, Mapping, Boolean search queries, Scopus

Filter by relation

All relations

arrow_drop_down

6 Research products, page 1 of 1

Search Queries for "Mapping Research Output to the Sustainable Development Goals (SDGs)" v2.0
2018IsSupplementedBy
Survey data of "Mapping Research Output to the Sustainable Development Goals (SDGs)"
2020IsSupplementedBy
Aurora-Network-Global/sdg-queries-evaluation-report: minor updates
2021HasVersion
scibert software on GitHub
IsRelatedTo
sdg-queries software on GitHub
IsRelatedTo
booque software on GitHub
IsRelatedTo

Impact byBIP!

	citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	3
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average