[HTML][HTML] Social media based surveillance systems for healthcare using machine learning: a systematic review

A Gupta, R Katarya - Journal of biomedical informatics, 2020 - Elsevier
Background Real-time surveillance in the field of health informatics has emerged as a
growing domain of interest among worldwide researchers. Evolution in this field has helped …

A scoping review of the use of Twitter for public health research

O Edo-Osagie, B De La Iglesia, I Lake… - Computers in biology and …, 2020 - Elsevier
Public health practitioners and researchers have used traditional medical databases to
study and understand public health for a long time. Recently, social media data, particularly …

Covid-19 vaccine hesitancy on English-language Twitter

M Thelwall, K Kousha, S Thelwall - 2021 - wlv.openrepository.com
Covid-19 vaccine hesitancy seems likely to increase mortality rates and delay the easing of
social distancing restrictions. Online platforms with large audiences may influence vaccine …

Exploratory analysis of covid-19 tweets using topic modeling, umap, and digraphs

C Ordun, S Purushotham, E Raff - arXiv preprint arXiv:2005.03082, 2020 - arxiv.org
This paper illustrates five different techniques to assess the distinctiveness of topics, key
terms and features, speed of information dissemination, and network behaviors for Covid19 …

Misinformation and the US Ebola communication crisis: analyzing the veracity and content of social media messages related to a fear-inducing infectious disease …

TK Sell, D Hosangadi, M Trotochaud - BMC Public Health, 2020 - Springer
Abstract Background The Ebola communication crisis of 2014 generated widespread fear
and attention among Western news media, social media users, and members of the United …

Social bots' sentiment engagement in health emergencies: A topic-based analysis of the COVID-19 pandemic discussions on Twitter

W Shi, D Liu, J Yang, J Zhang, S Wen, J Su - International Journal of …, 2020 - mdpi.com
During the COVID-19 pandemic, when individuals were confronted with social distancing,
social media served as a significant platform for expressing feelings and seeking emotional …

[HTML][HTML] Methods for social media monitoring related to vaccination: systematic scoping review

E Karafillakis, S Martin, C Simas… - JMIR public health …, 2021 - publichealth.jmir.org
Background: Social media has changed the communication landscape, exposing
individuals to an ever-growing amount of information while also allowing them to create and …

Exploring childhood vaccination themes and public opinions on Twitter: A semantic network analysis

JD Featherstone, JB Ruiz, GA Barnett… - Telematics and Informatics, 2020 - Elsevier
During the summer of 2018, a measles outbreak hit Europe, resulting in infections and
deaths. Reports link the outbreak to increasing vaccine hesitancy fueled partly by anti …

[图书][B] Word association thematic analysis: A social media text exploration strategy

M Thelwall - 2021 - books.google.com
This book explains the word association thematic analysis method, with examples, and
gives practical advice for using it. It is primarily intended for social media researchers and …

Context-aware sampling of large networks via graph representation learning

Z Zhou, C Shi, X Shen, L Cai, H Wang… - … on Visualization and …, 2020 - ieeexplore.ieee.org
Numerous sampling strategies have been proposed to simplify large-scale networks for
highly readable visualizations. It is of great challenge to preserve contextual structures …