AIMC Topic: Social Media

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Identifying COVID-19 survivors living with post-traumatic stress disorder through machine learning on Twitter.

Scientific reports Aug 14, 2024
The COVID-19 pandemic has disrupted people's lives and caused significant economic damage around the world, but its impact on people's mental health has not been paid due attention by the research community. According to anecdotal data, the pandemic ...
Machine Learning COVID-19 Humans Social Media Bayes Theorem SARS-CoV-2 Survivors Stress Disorders, Post-Traumatic Mental Health Support Vector Machine
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Cancer Prevention and Treatment on Chinese Social Media: Machine Learning-Based Content Analysis Study.

Journal of medical Internet research Aug 14, 2024
BACKGROUND: Nowadays, social media plays a crucial role in disseminating information about cancer prevention and treatment. A growing body of research has focused on assessing access and communication effects of cancer information on social media. Ho...
China Social Media Machine Learning Neoplasms Humans
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The circular economy through the prism of machine learning and the YouTube video media platform.

Journal of environmental management Aug 7, 2024
The transition to a Circular Economy (CE) is rapidly gaining ground across countries and industries. It is the means of achieving more sustainable development by adopting innovative environmentally friendly strategies and saving primary resources. Th...
Social Media Humans Sustainable Development Machine Learning Industry
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Testing behaviour change with an artificial intelligence chatbot in a randomized controlled study.

Journal of public health policy Jul 26, 2024
Chatbots can effect large-scale behaviour change because they are accessible through social media, flexible, scalable, and gather data automatically. Yet research on the feasibility and effectiveness of chatbot-administered behaviour change intervent...
SARS-CoV-2 Adult Male Middle Aged COVID-19 COVID-19 Testing Female Social Media Health Behavior Humans Intention Artificial Intelligence
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ChatGPT and dermatology.

Italian journal of dermatology and venereology Jul 23, 2024
Since the development of the artificial intelligence (AI), several applications have been proposed. Among these, the intersection of AI and medicine has sparked a wave of innovation, revolutionizing various aspects of healthcare delivery, diagnosis, ...
Dermatology Humans Artificial Intelligence Skin Diseases Telemedicine Social Media
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A novel optimization-assisted multi-scale and dilated adaptive hybrid deep learning network with feature fusion for event detection from social media.

Network (Bristol, England) Jul 17, 2024
Social media networks become an active communication medium for connecting people and delivering new messages. Social media can perform as the primary channel, where the globalized events or instances can be explored. Earlier models are facing the pi...
Deep Learning Social Media Neural Networks, Computer Algorithms Humans
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Code-mixing unveiled: Enhancing the hate speech detection in Arabic dialect tweets using machine learning models.

PloS one Jul 17, 2024
Technological developments over the past few decades have changed the way people communicate, with platforms like social media and blogs becoming vital channels for international conversation. Even though hate speech is vigorously suppressed on socia...
Social Media Language Speech Humans Machine Learning
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MGLEP: Multimodal Graph Learning for Modeling Emerging Pandemics with Big Data.

Scientific reports Jul 16, 2024
Accurate forecasting and analysis of emerging pandemics play a crucial role in effective public health management and decision-making. Traditional approaches primarily rely on epidemiological data, overlooking other valuable sources of information th...
Forecasting Big Data Pandemics COVID-19 Social Media Humans Neural Networks, Computer
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Leveraging textual information for social media news categorization and sentiment analysis.

PloS one Jul 15, 2024
The rise of social media has changed how people view connections. Machine Learning (ML)-based sentiment analysis and news categorization help understand emotions and access news. However, most studies focus on complex models requiring heavy resources...
Emotions Social Media Machine Learning Algorithms Humans
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Beyond algorithms: The human touch machine-generated titles for enhancing click-through rates on social media.

PloS one Jul 12, 2024
Artificial intelligence (AI) has the potential to revolutionize various domains by automating language-driven tasks. This study evaluates the effectiveness of an AI-assisted methodology, called the "POP Title AI Five-Step Optimization Method," in opt...
Humans Artificial Intelligence Natural Language Processing Touch Algorithms Social Media
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