Unsupervised title and abstract screening for systematic review: a retrospective case-study using topic modelling methodology

Unsupervised title and abstract screening for systematic review: a retrospective case-study using topic modelling methodology

Abstract Background The importance of systematic reviews in collating and summarising available research output on a particular topic cannot be over-emphasized. However, initial screening of retrieved literature is significantly time and labour intensive. Attempts at automating parts of the systemat...

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Bibliographic Details
Main Authors: Agnes Natukunda, Leacky K. Muchene
Format: Article
Language:English
Published: BMC 2023-01-01
Series:Systematic Reviews
Subjects:
Automated systematic review
Abstract screening
Latent Dirichlet Allocation
Topic modelling
Unsupervised learning
Online Access:https://doi.org/10.1186/s13643-022-02163-4

Internet

https://doi.org/10.1186/s13643-022-02163-4

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