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 …

Key factors in digital literacy in learning and education: a systematic literature review using text mining

C Audrin, B Audrin - Education and Information Technologies, 2022 - Springer
This research aims at providing an overview of the research field of digital literacy into
learning and education. Using text mining, it reviews 1037 research articles published on …

What is machine learning? A primer for the epidemiologist

Q Bi, KE Goodman, J Kaminsky… - American journal of …, 2019 - academic.oup.com
Abstract Machine learning is a branch of computer science that has the potential to transform
epidemiologic sciences. Amid a growing focus on “Big Data,” it offers epidemiologists new …

[HTML][HTML] The impact of patient, intervention, comparison, outcome (PICO) as a search strategy tool on literature search quality: a systematic review

MB Eriksen, TF Frandsen - Journal of the Medical Library …, 2018 - ncbi.nlm.nih.gov
Objective This review aimed to determine if the use of the patient, intervention, comparison,
outcome (PICO) model as a search strategy tool affects the quality of a literature search …

Searching for qualitative research for inclusion in systematic reviews: a structured methodological review

A Booth - Systematic reviews, 2016 - Springer
Background Qualitative systematic reviews or qualitative evidence syntheses (QES) are
increasingly recognised as a way to enhance the value of systematic reviews (SRs) of …

Online tools supporting the conduct and reporting of systematic reviews and systematic maps: a case study on CADIMA and review of existing tools

C Kohl, EJ McIntosh, S Unger, NR Haddaway… - Environmental …, 2018 - Springer
Systematic reviews and systematic maps represent powerful tools to identify, collect,
evaluate and summarise primary research pertinent to a specific research question or topic …

A sco** review of machine learning in psychotherapy research

K Aafjes-van Doorn, C Kamsteeg, J Bate… - Psychotherapy …, 2021 - Taylor & Francis
Abstract Machine learning (ML) offers robust statistical and probabilistic techniques that can
help to make sense of large amounts of data. This sco** review paper aims to broadly …

Systematic approaches to a successful literature review

A Booth, MS James, M Clowes, A Sutton - 2021 - torrossa.com
Whether you are an undergraduate or postgraduate student, an established academic or a
professional practitioner, you will, no doubt, have had to write a 'literature review'at some …

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 …

[HTML][HTML] Living systematic reviews: 2. Combining human and machine effort

J Thomas, A Noel-Storr, I Marshall, B Wallace… - Journal of clinical …, 2017 - Elsevier
New approaches to evidence synthesis, which use human effort and machine automation in
mutually reinforcing ways, can enhance the feasibility and sustainability of living systematic …