Automation of systematic literature reviews: A systematic literature review
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 …
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
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 …
publication, makes the task of identifying relevant studies in an unbiased way for inclusion in …
Artificial intelligence to automate the systematic review of scientific literature
Artificial intelligence (AI) has acquired notorious relevance in modern computing as it
effectively solves complex tasks traditionally done by humans. AI provides methods to …
effectively solves complex tasks traditionally done by humans. AI provides methods to …
Systematicity in organizational research literature reviews: A framework and assessment
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 …
orientation toward the application of explicit methods in the practice of literature reviews …
Towards the automation of systematic reviews using natural language processing, machine learning, and deep learning: a comprehensive review
R Ofori-Boateng, M Aceves-Martins… - Artificial intelligence …, 2024 - Springer
Systematic reviews (SRs) constitute a critical foundation for evidence-based decision-
making and policy formulation across various disciplines, particularly in healthcare and …
making and policy formulation across various disciplines, particularly in healthcare and …
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 …
methodology in software engineering (SE) research however they can be very time …
Finding better active learners for faster literature reviews
Literature reviews can be time-consuming and tedious to complete. By cataloging and
refactoring three state-of-the-art active learning techniques from evidence-based medicine …
refactoring three state-of-the-art active learning techniques from evidence-based medicine …
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 …
software engineering (EBSE). Conducting an SLR is largely a manual process. In the past …
[HTML][HTML] A Multi-Channel Convolutional Neural Network approach to automate the citation screening process
The systematic literature review (SLR) process is separated into several steps to increase
rigor and reproducibility. The selection of primary studies (ie, citation screening) is an …
rigor and reproducibility. The selection of primary studies (ie, citation screening) is an …
Quality attributes and quality models for ambient assisted living software systems: A systematic mapping
Abstract Context: Ambient Assisted Living (AAL) has become an essential, multidisciplinary
research topic, aiming at providing software systems and services that assist people in their …
research topic, aiming at providing software systems and services that assist people in their …