Automation of Systematic Literature Reviews: A Systematic Literature Review

Published: 12 July 2022| Version 2 | DOI: 10.17632/4dph22x4yz.2
Raymon van Dinter


Data Extraction worksheet used for gathering evidence and trends in the automation of systematic literature reviews.


Steps to reproduce

This dataset is a product of a 2021 study on the automation of systematic literature reviews. Our focus was on NLP and ML algorithms for automation. The worksheet describes the search strings used in each database and the retrieved results. The workflow uses the guidelines by Kitchenham et al. (2007). Please refer to our paper 'Predictive maintenance using digital twins: A systematic literature review' (2022) for further information.


Wageningen Universiteit en Research


Natural Language Processing, Machine Learning, Systematic Review