A review of social media-based public opinion analyses: Challenges and recommendations

X Dong, Y Lian - Technology in Society, 2021 - Elsevier
Compared with survey polls, social media can yield a better and more comprehensive
understanding of public perceptions of special topics in a more scientific manner. However …

[HTML][HTML] Sentiment analysis in health and well-being: systematic review

A Zunic, P Corcoran, I Spasic - JMIR medical informatics, 2020 - medinform.jmir.org
Background Sentiment analysis (SA) is a subfield of natural language processing whose
aim is to automatically classify the sentiment expressed in a free text. It has found practical …

[HTML][HTML] Use of social media to promote cancer screening and early diagnosis: sco** review

R Plackett, A Kaushal, AP Kassianos, A Cross… - Journal of medical …, 2020 - jmir.org
Background: Social media is commonly used in public health interventions to promote
cancer screening and early diagnosis, as it can rapidly deliver targeted public health …

Mining service quality feedback from social media: A computational analytics method

HJ Lee, M Lee, H Lee, RA Cruz - Government Information Quarterly, 2021 - Elsevier
In spite of the growing opportunities and demands for using social media to assist
government decision-making, few studies have investigated social media sentiments toward …

Examining the relationship between youth-targeted food marketing expenditures and the demographics of social media followers

PE Rummo, O Cassidy, I Wells, JA Coffino… - International journal of …, 2020 - mdpi.com
Background: To determine how many adolescents follow food/beverage brands on
Instagram and Twitter, and examine associations between brands' youth-targeted marketing …

Evaluating patient experiences in dry eye disease through social media listening research

N Cook, A Mullins, R Gautam, S Medi, C Prince… - Ophthalmology and …, 2019 - Springer
Introduction Social media listening (SML) is an approach to assess patient experience in
different indications. This is the first study to report the results of using SML to understand …

Public perception on healthcare services: evidence from social media platforms in China

G Hu, X Han, H Zhou, Y Liu - … of environmental research and public health, 2019 - mdpi.com
Social media has been used as data resource in a growing number of health-related
research. The objectives of this study were to identify content volume and sentiment polarity …

[HTML][HTML] Understanding the lived experiences of patients with melanoma: real-world evidence generated through a European social media listening analysis

J Chauhan, S Aasaithambi, I Márquez-Rodas… - JMIR cancer, 2022 - cancer.jmir.org
Background Cutaneous melanoma is an aggressive malignancy that is proposed to account
for 90% of skin cancer–related mortality. Individuals with melanoma experience both …

Mediterranean diet social network impact along 11 years in the major US media outlets: thematic and quantitative analysis using twitter

MA Alvarez-Mon, CI Fernandez-Lazaro… - International Journal of …, 2022 - mdpi.com
Background: Media outlets influence social attitudes toward health. Thus, it is important that
they share contents which promote healthy habits. The Mediterranean diet (MedDiet) is …

[HTML][HTML] Public opinions toward diseases: infodemiological study on news media data

M Huang, O ElTayeby, M Zolnoori, L Yao - Journal of medical Internet …, 2018 - jmir.org
Background Society always has limited resources to expend on health care, or anything
else. What are the unmet medical needs? How do we allocate limited resources to maximize …