AIMC Topic: Social Media

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Converging Representations of Attention-Deficit/Hyperactivity Disorder and Autism on Social Media: Linguistic and Topic Analysis of Trends in Reddit Data.

Journal of medical Internet research May 20, 2025
BACKGROUND: Social media platforms have witnessed a substantial increase in mental health-related discussions, with particular attention focused on attention-deficit/hyperactivity disorder (ADHD) and autism. This heightened interest coincides with gr...
Linguistics Attention Deficit Disorder with Hyperactivity Social Media Autistic Disorder Humans
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Using the Language of elite athletes to predict their personality and on court transgressions.

Scientific reports May 16, 2025
Personality is predictive of many behaviors, but personality questionnaires cannot be readily administered to persons of interest. The language people use to express themselves can often predict personality and so should, in theory, provide a surroga...
Humans Machine Learning Language Surveys and Questionnaires Personality Adult Athletes Female Social Media Male Young Adult
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Patient Voices in Dialysis Care: Sentiment Analysis and Topic Modeling Study of Social Media Discourse.

Journal of medical Internet research May 15, 2025
BACKGROUND: Patients with end-stage kidney disease undergoing dialysis face significant physical, psychological, and social challenges that impact their quality of life. Social media platforms such as X (formerly known as Twitter) have become importa...
Renal Dialysis Emotions Social Media Humans Quality of Life Natural Language Processing Kidney Failure, Chronic
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Detection of Negative Emotions in Short Texts Using Deep Neural Networks.

Cyberpsychology, behavior and social networking May 7, 2025
Emotion detection is crucial in various domains, including psychology, health, social sciences, and marketing. Specifically, in psychology, identifying negative emotions in short Spanish texts, such as tweets, is vital for understanding individuals' ...
Emotions Humans Neural Networks, Computer Social Media Deep Learning Spain
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CLAAF: Multimodal fake information detection based on contrastive learning and adaptive Agg-modality fusion.

PloS one May 7, 2025
The widespread disinformation on social media platforms has created significant challenges in verifying the authenticity of content, especially in multimodal contexts. However, simple modality fusion can introduce much noise due to the differences in...
Algorithms Social Media Humans Machine Learning
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Digital health tools in juvenile idiopathic arthritis: a systematic literature review.

Pediatric rheumatology online journal May 1, 2025
BACKGROUND: Nowadays, digital health technologies, including mobile apps, wearable technologies, social media, websites, electronic medical records, and artificial intelligence, are impacting disease management and outcomes. We aimed to analyse the c...
Quality of Life Child Social Media Humans Telemedicine Mobile Applications Wearable Electronic Devices Arthritis, Juvenile Digital Health
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Natural Language Processing and Machine Learning Techniques for Analyzing Conversations About Nutritional Yeasts in the United States and France: Retrospective Social Media Listening Study.

JMIR infodemiology May 1, 2025
BACKGROUND: Nutritional yeast, an inactive form of Saccharomyces cerevisiae, has recently become increasingly popular as a food supplement and healthy ingredient, especially among individuals following plant-based diets. It is valued for its health b...
Dietary Supplements Social Media France Saccharomyces cerevisiae Natural Language Processing Retrospective Studies United States Humans Machine Learning
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Social media interaction and built environment effects on urban walking experience: A machine learning analysis of Shanghai Citywalk.

PloS one Apr 29, 2025
In fast-paced urban environments, Citywalk has emerged as a key leisure activity for urban residents to alleviate stress and enhance emotional well-being. From the perspective of virtual-physical interaction, this study integrates social media data w...
Emotions Social Media Built Environment Walking Cities Urban Population Female Male Humans Young Adult China Machine Learning Adult
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Harnessing deep learning to monitor people's perceptions towards climate change on social media.

Scientific reports Apr 28, 2025
Social media has become a popular stage for people's views over climate change. Monitoring how climate change is perceived on social media is relevant for informed decision-making. This work advances the way social media users' perceptions and reacti...
Humans Climate Change Perception Deep Learning Social Media
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Trade-offs between machine learning and deep learning for mental illness detection on social media.

Scientific reports Apr 25, 2025
Social media platforms provide valuable insights into mental health trends by capturing user-generated discussions on conditions such as depression, anxiety, and suicidal ideation. Machine learning (ML) and deep learning (DL) models have been increas...
Machine Learning Mental Disorders Logistic Models Social Media Deep Learning Humans
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