Citation-based clustering of publications using CitNetExplorer and VOSviewer

NJ Van Eck, L Waltman - Scientometrics, 2017 - Springer
Clustering scientific publications in an important problem in bibliometric research. We
demonstrate how two software tools, CitNetExplorer and VOSviewer, can be used to cluster …

Network analysis and natural language processing to obtain a landscape of the scientific literature on materials applications

ACM Brito, MCF Oliveira, ON Oliveira Jr… - … Applied Materials & …, 2023 - ACS Publications
Recent progress in natural language processing (NLP) enables mining the literature in
various tasks akin to knowledge discovery. Obtaining an updated birds-eye view of key …

Clustering scientific publications based on citation relations: A systematic comparison of different methods

L Šubelj, NJ Van Eck, L Waltman - PloS one, 2016 - journals.plos.org
Clustering methods are applied regularly in the bibliometric literature to identify research
areas or scientific fields. These methods are for instance used to group publications into …

[HTML][HTML] A social media analytics platform visualising the spread of COVID-19 in Italy via exploitation of automatically geotagged tweets

S Andreadis, G Antzoulatos, T Mavropoulos… - Online Social Networks …, 2021 - Elsevier
Social media play an important role in the daily life of people around the globe and users
have emerged as an active part of news distribution as well as production. The threatening …

Comorbidity networks in cardiovascular diseases

HA Cruz-Ávila, M Vallejo, M Martínez-García… - Frontiers in …, 2020 - frontiersin.org
Background: Cardiovascular diseases are the leading causes of mortality worldwide. One
reason behind this lethality lies in the fact that often cardiovascular illnesses develop into …

Microbial similarity between students in a common dormitory environment reveals the forensic potential of individual microbial signatures

M Richardson, N Gottel, JA Gilbert, S Lax - MBio, 2019 - Am Soc Microbiol
The microbiota of the built environment is an amalgamation of both human and
environmental sources. While human sources have been examined within single-family …

Trends and hotspots in nanoparticles for the targeted delivery of nucleic acids: a ten-year bibliometric study

Y Huang, Q Zhan, C Wu, N Liao, Z Jiang… - Frontiers in …, 2022 - frontiersin.org
Nanoparticles for the gene therapy field have seen remarkable progress over the last 10
years; however, low delivery efficiency and other reasons impede the clinical translation of …

Detecting behavioural changes in human movement to inform the spatial scale of interventions against COVID-19

H Gibbs, E Nightingale, Y Liu, J Cheshire… - PLoS computational …, 2021 - journals.plos.org
On March 23 2020, the UK enacted an intensive, nationwide lockdown to mitigate
transmission of COVID-19. As restrictions began to ease, more localized interventions were …

History of Chemistry of Materials According to Topic Evolution Based on Network Analysis and Natural Language Processing

ACM Brito, MCF Oliveira, ON Oliveira Jr… - Chemistry of …, 2024 - ACS Publications
Chemistry of Materials has a rich history of service to the research community investigating
materials with emphasis on their chemical properties and the varied methodologies …

Efficient community detection in multilayer networks using boolean compositions

A Santra, FA Irany, K Madduri, S Chakravarthy… - Frontiers in Big …, 2023 - frontiersin.org
Networks (or graphs) are used to model the dyadic relations between entities in complex
systems. Analyzing the properties of the networks reveal important characteristics of the …