An answer to Open Science research analytics

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Abstract

A dashboard that helps researchers at Erasmus University Rotterdam to visualise their research with that of the United Nation's (UN) Sustainable Development Goals (SDGs). Using a publicly available NLP model called ‘Bert-base-uncased’ that is fine-tuned on STS benchmark data, we calculate the 'Semantic Similarity' of an open access journal article with that of the UN description of each SDG. The dashboard offers possibilities to stimulate debate on the SDG tagging approaches, and foster pluralistic perspectives on the interpretations of SDGs. Transparent identification of research outputs and novel forms of data visualisation will encourage researchers to be more open, active and involved in contributing to the SDGs.