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On the use of computer‐assistance to facilitate systematic mapping

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Title: On the use of computer‐assistance to facilitate systematic mapping
Authors: Haddaway, NR
Callaghan, MW
Collins, AM
Lamb, WF
Minx, JC
Thomas, J
John, D
Item Type: Journal Article
Abstract: The volume of published academic research is growing rapidly and this new era of “big literature” poses new challenges to evidence synthesis, pushing traditional, manual methods of evidence synthesis to their limits. New technology developments, including machine learning, are likely to provide solutions to the problem of information overload and allow scaling of systematic maps to large and even vast literatures. In this paper, we outline how systematic maps lend themselves well to automation and computer‐assistance. We believe that it is a major priority to consolidate efforts to develop and validate efficient, rigorous and robust applications of these novel technologies, ensuring the challenges of big literature do not prevent the future production of systematic maps.
Issue Date: Dec-2020
Date of Acceptance: 1-Nov-2020
URI: http://hdl.handle.net/10044/1/87138
DOI: 10.1002/cl2.1129
ISSN: 1891-1803
Publisher: Wiley
Start Page: 1
End Page: 9
Journal / Book Title: Campbell Systematic Reviews
Volume: 16
Issue: 4
Copyright Statement: © 2020 The Authors. Campbell Systematic Reviews published by John Wiley & Sons Ltd on behalf of The Campbell Collaboration This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
Publication Status: Published
Open Access location: https://onlinelibrary.wiley.com/doi/epdf/10.1002/cl2.1129
Online Publication Date: 2020-11-12
Appears in Collections:Centre for Environmental Policy



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