Twitter as a sentinel tool to monitor public opinion on vaccination: an opinion mining analysis from September 2016 to August 2017 in Italy

L Tavoschi, F Quattrone, E D'Andrea… - Human vaccines & …, 2020 - Taylor & Francis
Social media have become a common way for people to express their personal viewpoints,
including sentiments about health topics. We present the results of an opinion mining …

Addressing bias in artificial intelligence for public health surveillance

L Flores, S Kim, SD Young - Journal of Medical Ethics, 2024 - jme.bmj.com
Components of artificial intelligence (AI) for analysing social big data, such as natural
language processing (NLP) algorithms, have improved the timeliness and robustness of …

Two is better than one: Using a single emotion lexicon can lead to unreliable conclusions

G Czarnek, D Stillwell - Plos one, 2022 - journals.plos.org
Emotion lexicons became a popular method for quantifying affect in large amounts of textual
data (eg, social media posts). There are multiple independently developed emotion lexicons …

Are emotion-expressing messages more shared on social media? A meta-analytic review

JCJ Chen, YYY Yan, JLJ Leach - Review of Communication …, 2022 - rcommunicationr.org
Given that social media has brought significant change to the communication landscape,
researchers have explored factors that can influence audiences' information-sharing on …

Mood and emotion assessment for risk reduction of pandemic spread through passenger air transport: a DSS applied to the COVID‐19 in the case of Spain

J Aguarón, A Altuzarra, R Aznar… - International …, 2024 - Wiley Online Library
This paper presents a decision support system (DSS) for sentiment analysis of Spanish texts
based on lexicons. The information provided by this DSS, named Spanish Sentiment …

[BUKU][B] Creating conspiracy beliefs: how our thoughts are shaped

D Albarracín, J Albarracín, MS Chan, KH Jamieson - 2021 - books.google.com
" Conspiracy theories spread more widely and faster than ever before. Fear and uncertainty
prompt people to believe false narratives of danger and hidden plots, but are not sufficient …

Understanding how young African adults interact with peer-generated sexual health information on Facebook and uncovering strategies for successful organic …

E Olamijuwon, O Clifford, V Adjiwanou - BMC Public Health, 2021 - Springer
Background The use of social media for sexual health communication is gaining intense
discussion both globally and in Africa. Despite this reality, it remains unclear whether and …

A novel technique for identification and classification of HIV/AIDS related social media data using LD-KMEANS and DBN-LSTM

V Mageshwari, IL Aroquiaraj - Multimedia Tools and Applications, 2024 - Springer
To understand the mass behaviour of people, an effectual platform was provided by the
online social network, which aids in develo** techniques for the surveillance of Human …

[HTML][HTML] User-and message-level correlates of endorsement and engagement for HIV-related messages on Twitter: cross-sectional study

J Oh, S Bonett, EC Kranzler, B Saconi… - JMIR Public Health …, 2022 - publichealth.jmir.org
Background Youth and young adults continue to experience high rates of HIV and are also
frequent users of social media. Social media platforms such as Twitter can bolster efforts to …

Content analysis of American network news coverage of prevention strategies during the initial wave of the COVID-19 pandemic

CM Cain, N Kamdar, R Veldman, S Budhwani… - Journal of General …, 2023 - Springer
Background Broadcast media is a method to communicate health information to the general
public and has previously been used in prior public health emergencies. Despite the current …