Saving time and sanity: Using active learning for systematic reviews and meta-analyses
Author(s) / Creator(s)
van de Schoot, Rens
Abstract / Description
ASReview uses state-of-the-art active learning techniques to solve one of the most exciting challenges in screening large amounts of text: there’s not enough time to read everything! Learn more about the free and open-source software for systematic reviewing: ASReview. During the presentation, Rens will explain how the step of manual screening abstracts for systematic reviews or meta-analyses can be accelerated by interacting with machine learning (this is called active learning), thereby saving up to 95% (!) of screening time. The community-driven project has grown into a vivid community of researchers, users, and developers worldwide, contributing to its open-source mission, and Rens will explain how you can join the movement towards fast, open, and transparent systematic reviews.
Persistent Identifier
Date of first publication
2023-08-03
Publisher
ZPID (Leibniz Institute for Psychology)
Citation
-
03_2023_Rens-Van-De-Schoot.webmUnknown - 705.1MBMD5: f4abd8936554e5a229c7088daa0c1014
-
There are no other versions of this object.
-
Author(s) / Creator(s)van de Schoot, Rens
-
PsychArchives acquisition timestamp2023-08-03T11:15:13Z
-
Made available on2023-08-03T11:15:13Z
-
Date of first publication2023-08-03
-
Abstract / DescriptionASReview uses state-of-the-art active learning techniques to solve one of the most exciting challenges in screening large amounts of text: there’s not enough time to read everything! Learn more about the free and open-source software for systematic reviewing: ASReview. During the presentation, Rens will explain how the step of manual screening abstracts for systematic reviews or meta-analyses can be accelerated by interacting with machine learning (this is called active learning), thereby saving up to 95% (!) of screening time. The community-driven project has grown into a vivid community of researchers, users, and developers worldwide, contributing to its open-source mission, and Rens will explain how you can join the movement towards fast, open, and transparent systematic reviews.en
-
Review statusunknown
-
External description on another websitehttp://www.ressyn-bigdata.org
-
Persistent Identifierhttps://hdl.handle.net/20.500.12034/8544
-
Persistent Identifierhttps://doi.org/10.23668/psycharchives.13047
-
Language of contenteng
-
PublisherZPID (Leibniz Institute for Psychology)
-
Is part ofBig Data & Research Syntheses 2023, Frankfurt, Germany
-
Is related tohttp://www.ressyn-bigdata.org
-
Is related tohttps://doi.org/10.23668/psycharchives.12998
-
Dewey Decimal Classification number(s)150
-
TitleSaving time and sanity: Using active learning for systematic reviews and meta-analysesen
-
DRO typemovingImage
-
DRO typeconferenceObject
-
Visible tag(s)ZPID video portal
-
Visible tag(s)ZPID Conferences and Workshops