Supporting systematic reviews using text mining

S Ananiadou, B Rea, N Okazaki… - Social science …, 2009 - journals.sagepub.com
In this article, we describe how we are using text mining solutions to enhance the production
of systematic reviews. The aims of this collaborative project are the development of a text …

Global trends and current advances regarding greenhouse gases in constructed wetlands: A bibliometric-based quantitative review over the last 40 years

D Xu, H Sun, J Wang, N Wang, Y Zuo, AA Mosa… - Ecological …, 2023 - Elsevier
Regarded as a sustainable alternative to traditional wastewater remediation methods,
constructed wetlands (CWs) are being used to purify a wide range of pollutants (ie, heavy …

Clustering of web search results based on the cuckoo search algorithm and balanced Bayesian information criterion

C Cobos, H Muñoz-Collazos, R Urbano-Muñoz… - Information …, 2014 - Elsevier
The clustering of web search results–or web document clustering–has become a very
interesting research area among academic and scientific communities involved in …

Machine learning in systematic reviews: Comparing automated text clustering with Lingo3G and human researcher categorization in a rapid review

AE Muller, HMR Ames, PSJ Jardim… - Research Synthesis …, 2022 - Wiley Online Library
Systematic reviews are resource‐intensive. The machine learning tools being developed
mostly focus on the study identification process, but tools to assist in analysis and …

A new patent processing suite for academic and research purposes

D Reymond, L Quoniam - World Patent Information, 2016 - Elsevier
Patent databases are a counterpart of a technical encyclopedia providing a valuable
informational source from patent documents. Patents apply to a wide variety of uses, and this …

[HTML][HTML] How can big data analytics support people-centred and integrated health services: A scoping review

T Schulte, S Bohnet-Joschko - International Journal of Integrated …, 2022 - ncbi.nlm.nih.gov
Methods: A scoping review following the recommendations of the Preferred Reporting Items
for Systematic Reviews and Meta-Analyses–Scoping Review (PRISMA-ScR) statement was …

Landscape level ecological assessment and eco-restoration strategies for alpine and sub-alpine regions of the Central Himalaya

P Maiti, JC Kuniyal, KC Sekar, KV Satish, D Singh… - Ecological …, 2022 - Elsevier
Abstract The United Nation decade on ecosystem restoration has been recognized in global
and regional policy commitments that play a crucial role towards restoring degraded areas …

Hyperconnected, receptive and do-it-yourself city. An investigation into the European “imaginary” of crowdsourcing for urban governance

C Certomà, F Corsini, M Frey - Technology in Society, 2020 - Elsevier
This paper critically explores the construction and diffusion of the socio-technical imaginary
of crowdsourcing for public governance in Europe via a quali-quantitative analysis of …

Ranking and grouping social media requests for emergency services using serviceability model

H Purohit, C Castillo, R Pandey - Social Network Analysis and Mining, 2020 - Springer
Social media has become an alternative communication mechanism for the public to reach
out to emergency services during time-sensitive events. However, the information overload …

Investigation of text‐mining methodologies to aid the construction of search strategies in systematic reviews of diagnostic test accuracy—a case study

H O'Keefe, J Rankin, SA Wallace… - Research Synthesis …, 2023 - Wiley Online Library
Current methodologies for designing search strategies rely heavily on the knowledge and
expertise of information specialists. Yet, the volume and complexity of scientific literature is …