software . 2020

Extension for COVID-19 related datasets in ASReview

Van de Schoot, Rens; De Bruin, Jonathan; Schram, Raoul; Zahedi, Parisa; De Boer, Jan; Weijdema, Felix; Kramer, Bianca; Huijts, Martijn; Ferdinands, Gerbrich; Harkema, Albert; ...
Open Source
  • Published: 24 Apr 2020
  • Publisher: Zenodo
Abstract
<p>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.</p>
Subjects
free text keywords: COVID-19, coronavirus, systematic review, prisma, active learning, statistics, machine learning, text data, CORD-19
Communities
COVID-19
Zenodo
Software . 2020
Provider: Datacite
Zenodo
Software . 2020
Provider: Datacite
Zenodo
Software . 2020
Provider: Datacite
Zenodo
Software . 2020
Provider: Datacite
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