software . 2021

ASReview: Active learning for systematic reviews

Van de Schoot, Rens; De Bruin, Jonathan; Schram, Raoul; Zahedi, Parisa; De Boer, Jan; Weijdema, Felix; Kramer, Bianca; Huijts, Martijn; Hoogerwerf, Maarten; Ferdinands, Gerbrich; ...
Open Source
  • Published: 02 Oct 2021
  • Publisher: Zenodo
Abstract
<p>The Automated Systematic Review (ASReview) project 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: systematic review, prisma, active learning, statistics, machine learning, text data, natural language processing, human-in-the-loop
Communities
Digital Humanities and Cultural Heritage
Zenodo
Software . 2020
Provider: Datacite
Zenodo
Software . 2021
Provider: Datacite
Zenodo
Software . 2021
Provider: Datacite
Zenodo
Software . 2020
Provider: Datacite
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