Automation of systematic literature reviews: A systematic literature review

R Van Dinter, B Tekinerdogan, C Catal - Information and Software …, 2021 - Elsevier
Abstract Context Systematic Literature Review (SLR) studies aim to identify relevant primary
papers, extract the required data, analyze, and synthesize results to gain further and broader …

Using text mining for study identification in systematic reviews: a systematic review of current approaches

A O'Mara-Eves, J Thomas, J McNaught, M Miwa… - Systematic reviews, 2015 - Springer
Background The large and growing number of published studies, and their increasing rate of
publication, makes the task of identifying relevant studies in an unbiased way for inclusion in …

A multi-dimension framework for value creation through big data

G Elia, G Polimeno, G Solazzo, G Passiante - Industrial Marketing …, 2020 - Elsevier
Big Data represents a promising area for value creation and frontier research. The potential
to extract actionable insights from Big Data has gained increasing attention of both …

Systematicity in organizational research literature reviews: A framework and assessment

Z Simsek, B Fox, C Heavey - Organizational Research …, 2023 - journals.sagepub.com
In this study, we first develop a framework that presents systematicity as an encompassing
orientation toward the application of explicit methods in the practice of literature reviews …

Recovering from a decade: a systematic mapping of information retrieval approaches to software traceability

M Borg, P Runeson, A Ardö - Empirical Software Engineering, 2014 - Springer
Engineers in large-scale software development have to manage large amounts of
information, spread across many artifacts. Several researchers have proposed expressing …

[图书][B] Making literature reviews work: A multidisciplinary guide to systematic approaches

R Dekkers, L Carey, P Langhorne - 2022 - Springer
The saying goes 'in every end, there is also a beginning', which was certainly true for this
book. In our case, it was the abrupt ending of delivering the 'Workshop [Systematic] …

[HTML][HTML] Resource use during systematic review production varies widely: a scoping review

B Nussbaumer-Streit, M Ellen, I Klerings… - Journal of clinical …, 2021 - Elsevier
Objective We aimed to map the resource use during systematic review (SR) production and
reasons why steps of the SR production are resource intensive to discover where the largest …

On using grey literature and google scholar in systematic literature reviews in software engineering

A Yasin, R Fatima, L Wen, W Afzal, M Azhar… - IEEE …, 2020 - ieeexplore.ieee.org
Context: The inclusion of grey literature (GL) is important to remove publication bias while
gathering available evidence regarding a certain topic. The number of systematic literature …

Tools to support systematic literature reviews in software engineering: A mapping study

C Marshall, P Brereton - 2013 ACM/IEEE international …, 2013 - ieeexplore.ieee.org
Background: Systematic literature reviews (SLRs) have become an established
methodology in software engineering (SE) research however they can be very time …

Automating systematic literature review

KR Felizardo, JC Carver - Contemporary empirical methods in software …, 2020 - Springer
Systematic literature reviews (SLRs) have become the foundation of evidence-based
software engineering (EBSE). Conducting an SLR is largely a manual process. In the past …