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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 …
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 …
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 …
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 …
System for systematic literature review using multiple ai agents: Concept and an empirical evaluation
AM Sami, Z Rasheed, KK Kemell, M Waseem… - ar**_Study/links/5429d03b0cf27e39fa8e69c3/Tools-to-Support-Systematic-Literature-Reviews-in-Software-Engineering-A-Map**-Study.pdf" data-clk="hl=ro&sa=T&oi=gga&ct=gga&cd=6&d=9755413527200692476&ei=RZLFZ675EdWUieoPn7TdmQw" data-clk-atid="_HjWpeowYocJ" target="_blank">[PDF] researchgate.net
Tools to support systematic literature reviews in software engineering: A map** 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 …
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 …
Evaluating strategies for study selection in systematic literature studies
NB Ali, K Petersen - Proceedings of the 8th ACM/IEEE international …, 2014 - dl.acm.org
Context: The study selection process is critical to improve the reliability of secondary studies.
Goal: To evaluate the selection strategies commonly employed in secondary studies in …
Goal: To evaluate the selection strategies commonly employed in secondary studies in …