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- Improving the Scopus and Aurora queries to identify research that supports the United Nations Sustainable Development Goals (SDGs) 2021The United Nations Sustainable Development Goals (SDGs) challenge the global community to build a world where no one is left behind. Since 2018, Elsevier have generated SDG search queries to help researchers and institutions track and demonstrate progress towards the targets of the United Nations Sustainable Development Goals (SDGs). At the end of 2018, Elsevier worked on 2 versions of the SDG queries. One version was created by the Elsevier Analytical Services group and another by the Science-Metrix group, who had recently become part of Elsevier. At that time Science-Metrix was creating queries for 5 of the 16 SDGs, as part of pro-bono work for UNESCO. In 2020 inspired by the earlier queries, Elsevier, through its Science-Metrix group, used a new approach to mapping publications to the SDGs. Taking customer feedback into account, they significantly increased the number of search terms used to define each SDG. Those queries were then complemented by a machine learning model, which helped increase the recall by approximately 10%. As a result, this year’s “Elsevier 2021 SDG mapping” captures on average twice as many articles as the 2020 version, while keeping precision above 80%. The mapping also has a better overlap with SDG queries from other independent projects. Times Higher Education (THE) are using the “Elsevier 2021 SDG mapping” as part of their 2021 Impact Rankings. The documentation below describes the methods used and shares the queries. For each SDG, you can download the query as a text file, along with an html file that describes the methodology used to create the search query, plus additional information such as the most influential keyphrases and journals. It also breaks down the query into digestable chunks. A separate folder contains the methodology for the machine learning component, along with a sample of the top 100 keyphrases per SDG and a stratified sample of 8,000 EIDs that the model identified arcoss the SDGs.
- Match research to the SDGs dataset v20201113Data matching research publications to the UN SDGs via the RELX corporate responsibility platform https://sdgresources.relx.com/match-research-to-sdgs
- Sustainable Development Goals in ASEAN Research DatasetThe Sustainable Development Goals (SDGs) in ASEAN research & publication in Indonesia dataset, which was indexed by Scopus from 2015 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
- Values and Sustainable Development GoalsSeries of Lego Serious Play sessions to train students and potential entrepreneurs to use Lego Serious Play to ideate and propose innovative perspectives.
- Identifying research supporting the United Nations Sustainable Development GoalsIn an effort to identify research that supports the UN SDGs, Elsevier has generated a set of Scopus queries related to each of the SDGs. In this dataset, you will find documentation describing how each of the Scopus queries were created along with a collated list of the queries.
- Delineating the sustainable development goalsZiel dieser Masterarbeit ist eine kritische Beurteilung der Ziele für nachhaltige Entwicklung aus entwicklungstheoretischer Perspektive. Diese siebzehn Ziele und die damit verbundenen Unterziele werden aus der Sicht von Modernisierungs-, Dependenz- und Post-Development-Theorie in Bezug auf ihre Relevanz, Erreichbarkeit und dazugehörigen Indikatoren analy-siert. Das Analyseergebnis veranschaulicht eine grundlegend verschiedene Beurteilung der Agenda aus Sicht dieser drei Entwicklungstheorien: Während die Modernisierungstheorie ihr gegenüber äußerst positiv eingestellt ist, haben die anderen beiden Theorien starke Vor-behalte. Die Dependenztheorie stellt die Erreichbarkeit der Agenda infrage, da sich diese nicht mit internationalen Abhängigkeiten als eigentlichem Grund von Unterentwicklung auseinandersetzt. Die Post-Development-Theorie stellt nicht nur den Zweck einer internati-onalen Strategie für Entwicklung infrage, sondern kritisiert auch die ideologischen Implika-tionen der Ziele für nachhaltige Entwicklung. Indem die Agenda die Grundannahmen der Modernisierungstheorie widerspiegelt, hat sie nicht das Potenzial, ihre eigene Vision von „17 Zielen für die Transformation unserer Welt“ zu erfüllen.
- Introduction to the Sustainable Development GoalsThe Sustainable Development Goals (SDGs) were adopted by the United Nations General Assembly in September, 2015 as Development Agenda to be achieved by the 2030 The SDGs are set of global goals that provide a framework for shared action to be implemented by all countries and all stakeholders