Automation of Systematic Literature Reviews: A Systematic Literature Review

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

Description

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

Files

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.

Institutions

Wageningen Universiteit en Research

Categories

Natural Language Processing, Machine Learning, Systematic Review

Licence