AIMC Topic: Social Media

Clear Filters Showing 111 to 120 of 495 articles

The Use of Natural Language Processing Methods in Reddit to Investigate Opioid Use: Scoping Review.

JMIR infodemiology Sep 13, 2024
BACKGROUND: The growing availability of big data spontaneously generated by social media platforms allows us to leverage natural language processing (NLP) methods as valuable tools to understand the opioid crisis.
Analgesics, Opioid Social Media Opioid-Related Disorders Natural Language Processing Humans
View on PubMed DOI

Multimodal Social Sensing for the Spatio-Temporal Evolution and Assessment of Nature Disasters.

Sensors (Basel, Switzerland) Sep 11, 2024
Social sensing, using humans as sensors to collect disaster data, has emerged as a timely, cost-effective, and reliable data source. However, research has focused on the textual data. With advances in information technology, multimodal data such as i...
Neural Networks, Computer Risk Assessment Humans Social Media Disasters Rain Spatio-Temporal Analysis China Natural Disasters
View on PubMed DOI

The Normalization of Vaping on TikTok Using Computer Vision, Natural Language Processing, and Qualitative Thematic Analysis: Mixed Methods Study.

Journal of medical Internet research Sep 11, 2024
BACKGROUND: Social media posts that portray vaping in positive social contexts shape people's perceptions and serve to normalize vaping. Despite restrictions on depicting or promoting controlled substances, vape-related content is easily accessible o...
Vaping Social Media Qualitative Research Natural Language Processing Adolescent Humans
View on PubMed DOI

Natural Language Processing for Depression Prediction on Sina Weibo: Method Study and Analysis.

JMIR mental health Sep 4, 2024
BACKGROUND: Depression represents a pressing global public health concern, impacting the physical and mental well-being of hundreds of millions worldwide. Notwithstanding advances in clinical practice, an alarming number of individuals at risk for de...
Humans Risk Assessment Social Media China Natural Language Processing Depression Semantics
View on PubMed DOI

Prediction of infectious diseases using sentiment analysis on social media data.

PloS one Sep 4, 2024
As the influence and risk of infectious diseases increase, efforts are being made to predict the number of confirmed infectious disease patients, but research involving the qualitative opinions of social media users is scarce. However, social data ca...
Machine Learning Algorithms Humans Data Mining Communicable Diseases Social Media
View on PubMed DOI

Leveraging artificial intelligence to identify the psychological factors associated with conspiracy theory beliefs online.

Nature communications Aug 29, 2024
Given the profound societal impact of conspiracy theories, probing the psychological factors associated with their spread is paramount. Most research lacks large-scale behavioral outcomes, leaving factors related to actual online support for conspira...
Humans Artificial Intelligence Pandemics COVID-19 Machine Learning Middle Aged Young Adult Social Media Adult Female Self Report Male SARS-CoV-2 Politics
View on PubMed DOI

Digital social media expression and social adaptability of the older adult driven by artificial intelligence.

Frontiers in public health Aug 29, 2024
INTRODUCTION: This study examines the impact of digital new media art on the health literacy and digital health literacy of older adults. It explores how digital new media art influences the social adaptability of the older adult, with a focus on var...
Aged, 80 and over Male Health Literacy Female Humans Middle Aged Smartphone Artificial Intelligence Aged Social Media
View on PubMed DOI

Digital Epidemiology of Prescription Drug References on X (Formerly Twitter): Neural Network Topic Modeling and Sentiment Analysis.

Journal of medical Internet research Aug 23, 2024
BACKGROUND: Data from the social media platform X (formerly Twitter) can provide insights into the types of language that are used when discussing drug use. In past research using latent Dirichlet allocation (LDA), we found that tweets containing "st...
Natural Language Processing Prescription Drugs Neural Networks, Computer Social Media Humans
View on PubMed DOI

Selecting the foremost big data tool to optimize YouTube data in dynamic Fermatean fuzzy knowledge.

PloS one Aug 23, 2024
Big data pertains to extensive and intricate compilations of information that necessitate the implementation of proficient and cost-effective evaluation and analysis tools to derive insights and support decision making. The Fermatean fuzzy set theory...
Decision Making Social Media Big Data Fuzzy Logic Humans Algorithms
View on PubMed DOI

Generative Artificial Intelligence Platform for Automating Social Media Posts From Urology Journal Articles: A Cross-Sectional Study and Randomized Assessment.

The Journal of urology Aug 14, 2024
PURPOSE: This cross-sectional study assessed a generative artificial intelligence platform to automate the creation of accurate, appropriate, and compelling social media (SoMe) posts from urological journal articles.
Urology Humans Artificial Intelligence Social Media Periodicals as Topic Cross-Sectional Studies
View on PubMed DOI
Popular Topics
Recent Journals