aurora-network-global Goto Github PK

booque

data-transform-scripts

script for enriching and adding data

openaire-json2db

sdg-analysis-frontend

sdg-browser-extension

a Chrome extension that displays an image related to the United Nations Sustainable Development Goals (SDGs) based on the content of the web page

sdg-queries

This repository contains machine readable (xml) search queries (crafted from a controlled vocabulary), for the Scopus publication database, to find domain specific research output that are related to the 17 Sustainable Development Goals (SDGs). We invite enyone to improve the SDG queries further in a co-creation process.

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.

sdg_model_api

A small light-weight flask application to facilitate the deployment of various SDG classifiers.

sdg_query_execution

performing queries in scopus and enricment with additional data

sdgs_many_berts

Classify Texts to SDGs in 100 languages. This repository shows the code used to train and predict multiple mBERT models; one per each SDG Target.

sdgs_multilabel_classification

A script to process a dataset distilled out of a 50K samples dataset based on Aurora queries.

small-bibliometric-tools

tmd