Title: Extension for COVID-19 related datasets in ASReview

Type Software Van de Schoot, Rens, De Bruin, Jonathan, Schram, Raoul, Zahedi, Parisa, De Boer, Jan, Weijdema, Felix, Kramer, Bianca, Huijts, Martijn, Ferdinands, Gerbrich, Harkema, Albert, Fang, Qixiang, Oberski, Daniel (2020): Extension for COVID-19 related datasets in ASReview. Zenodo. Software. https://zenodo.org/record/3764755

Authors: Van de Schoot, Rens (Department of Psychology, Utrecht University) ; De Bruin, Jonathan (Utrecht University) ; Schram, Raoul (Utrecht University) ; Zahedi, Parisa (Utrecht University) ; De Boer, Jan (Utrecht University) ; Weijdema, Felix (Utrecht University) ; Kramer, Bianca (Utrecht University) ; Huijts, Martijn (Utrecht University) ; Ferdinands, Gerbrich (Utrecht University) ; Harkema, Albert (Utrecht University) ; Fang, Qixiang (Utrecht University) ; Oberski, Daniel (Department of Psychology, Utrecht University) ;

Links

• Item record in Zenodo
• Digital object URL

Summary

This pluging for Active learning for Systematic Reviews (ASReview) software extends the software with datasets related to COVID-19 disease (like CORD-19). ASReview implements learning algorithms that interactively query the researcher. This way of interactive training is known as Active Learning. ASReview offers support for classical learning algorithms and state-of-the-art learning algorithms like neural networks. The software ships with an user interface as well as a simulation mode.

More information

• DOI: 10.5281/zenodo.3764755

Subjects

• COVID-19, coronavirus, systematic review, prisma, active learning, statistics, machine learning, text data, CORD-19

Dates

• Publication date: 2020
• Issued: April 24, 2020

Rights

• https://opensource.org/licenses/Apache-2.0 Apache License 2.0
• info:eu-repo/semantics/openAccess Open Access

Format

electronic resource

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