AIMC Topic: Social Media

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Healthfulness Assessment of Recipes Shared on Pinterest: Natural Language Processing and Content Analysis.

Journal of medical Internet research Apr 20, 2021
BACKGROUND: Although Pinterest has become a popular platform for distributing influential information that shapes users' behaviors, the role of recipes pinned on Pinterest in these behaviors is not well understood.
Humans Social Media Natural Language Processing
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Artificial Intelligence-Enabled Analysis of Public Attitudes on Facebook and Twitter Toward COVID-19 Vaccines in the United Kingdom and the United States: Observational Study.

Journal of medical Internet research Apr 5, 2021
BACKGROUND: Global efforts toward the development and deployment of a vaccine for COVID-19 are rapidly advancing. To achieve herd immunity, widespread administration of vaccines is required, which necessitates significant cooperation from the general...
SARS-CoV-2 United Kingdom United States Humans Public Opinion COVID-19 Vaccines Social Media Artificial Intelligence Patient Acceptance of Health Care Natural Language Processing Vaccination COVID-19
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"When they say weed causes depression, but it's your fav antidepressant": Knowledge-aware attention framework for relationship extraction.

PloS one Mar 25, 2021
With the increasing legalization of medical and recreational use of cannabis, more research is needed to understand the association between depression and consumer behavior related to cannabis consumption. Big social media data has potential to provi...
Awareness Depression Humans Knowledge Social Media Research Design Marijuana Abuse Natural Language Processing Language
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Predicting Age Groups of Reddit Users Based on Posting Behavior and Metadata: Classification Model Development and Validation.

JMIR public health and surveillance Mar 16, 2021
BACKGROUND: Social media are important for monitoring perceptions of public health issues and for educating target audiences about health; however, limited information about the demographics of social media users makes it challenging to identify conv...
Humans Machine Learning Algorithms Social Media Metadata Models, Psychological Middle Aged Reproducibility of Results Adolescent Young Adult Age Factors Adult
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A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis.

PloS one Feb 25, 2021
The spread of Covid-19 has resulted in worldwide health concerns. Social media is increasingly used to share news and opinions about it. A realistic assessment of the situation is necessary to utilize resources optimally and appropriately. In this re...
Supervised Machine Learning Humans Public Opinion Pandemics Deep Learning COVID-19 Social Media Natural Language Processing
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Public Opinions and Concerns Regarding the Canadian Prime Minister's Daily COVID-19 Briefing: Longitudinal Study of YouTube Comments Using Machine Learning Techniques.

Journal of medical Internet research Feb 23, 2021
BACKGROUND: During the COVID-19 pandemic in Canada, Prime Minister Justin Trudeau provided updates on the novel coronavirus and the government's responses to the pandemic in his daily briefings from March 13 to May 22, 2020, delivered on the official...
Humans Pandemics COVID-19 Personal Protective Equipment SARS-CoV-2 Emigration and Immigration Public Health Financial Stress Quarantine Social Media Public Opinion Financing, Government COVID-19 Vaccines Unsupervised Machine Learning Government Public Policy Natural Language Processing Canada Federal Government Longitudinal Studies
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Using Tweets to Understand How COVID-19-Related Health Beliefs Are Affected in the Age of Social Media: Twitter Data Analysis Study.

Journal of medical Internet research Feb 22, 2021
BACKGROUND: The emergence of SARS-CoV-2 (ie, COVID-19) has given rise to a global pandemic affecting 215 countries and over 40 million people as of October 2020. Meanwhile, we are also experiencing an infodemic induced by the overabundance of informa...
Pandemics COVID-19 Social Media Natural Language Processing Public Opinion Health Education Humans Machine Learning Data Analysis
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Response to the commentary: "Evaluation of educational value of YouTube videos addressing robotic pyeloplasty in children".

Journal of pediatric urology Feb 17, 2021
Ureter Robotics Robotic Surgical Procedures Video Recording Humans Child Social Media
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Multimodal Learning of Social Image Representation by Exploiting Social Relations.

IEEE transactions on cybernetics Feb 17, 2021
Learning the representation for social images has recently made remarkable achievements for many tasks, such as cross-modal retrieval and multilabel classification. However, since social images contain both multimodal contents (e.g., visual images an...
Animals Image Processing, Computer-Assisted Social Media Humans Machine Learning Algorithms Data Mining Semantics Social Interaction
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Commentary to 'Evaluation of Educational Value of YouTube Videos addressing Robotic Pyeloplasty in Children'.

Journal of pediatric urology Feb 15, 2021
Humans Robotic Surgical Procedures Child Social Media Video Recording Ureter Robotics
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