Imperial College London
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Dr Alexandra Collins

Faculty of Natural Sciences, Centre for Environmental Policy

Lecturer in Environmental Sustainability
 
 
 
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Contact

 

+44 (0)20 7594 5538alexandra.collins

 
 
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Location

 

109Weeks BuildingSouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@article{Haddaway:2020:10.1002/cl2.1129,
author = {Haddaway, NR and Callaghan, MW and Collins, AM and Lamb, WF and Minx, JC and Thomas, J and John, D},
doi = {10.1002/cl2.1129},
journal = {Campbell Systematic Reviews},
pages = {1--9},
title = {On the use of computerassistance to facilitate systematic mapping},
url = {http://dx.doi.org/10.1002/cl2.1129},
volume = {16},
year = {2020}
}
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RIS format (EndNote, RefMan)

TY  - JOUR
AB  - 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 computerassistance. 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.
AU  - Haddaway,NR
AU  - Callaghan,MW
AU  - Collins,AM
AU  - Lamb,WF
AU  - Minx,JC
AU  - Thomas,J
AU  - John,D
DO  - 10.1002/cl2.1129
EP  - 9
PY  - 2020///
SN  - 1891-1803
SP  - 1
TI  - On the use of computerassistance to facilitate systematic mapping
T2  - Campbell Systematic Reviews
UR  - http://dx.doi.org/10.1002/cl2.1129
UR  - https://onlinelibrary.wiley.com/doi/10.1002/cl2.1129
UR  - http://hdl.handle.net/10044/1/87138
VL  - 16
ER  -
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