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Related Articles from SNS
FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data
arXiv:2605.18936v2 Announce Type: replace Abstract: Social media text data are often used to train Machine Learning (ML) models to identify users exhibiting high-risk mental health behaviors. However, sharing this sensitive data poses privacy risks and limits the growth of benchmark datasets. We comprehensively evaluate whether privacy-preserving ML techniques can enable safer data sharing while preserving performance.
Interpretable Crisis Behavior Analysis Using Mobility and Social Media Data
arXiv:2606.09532v1 Announce Type: new Abstract: Crises alter both how people move and how they communicate. During emergencies such as wildfires and pandemics, changes in mobility patterns and online emotional discourse evolve jointly, yet they are typically studied in isolation. This paper presents a unified and interpretable pipeline that integrates mobility and social media data to identify cross-domain behavioral patterns in crisis settings.
Three Years of r/ChatGPT: Societal Impact Evaluations from Social Media Data
arXiv:2606.05750v1 Announce Type: new Abstract: ChatGPT was launched on November 30, 2022; the r/ChatGPT subreddit was created just one day later. Since then, chatbot-based AI products have gone from niche proofs-of-concept to widely-used household names. However, the ways in which adoption has developed among the public remains poorly understood.
Visual Matters: Connecting Aesthetic Appeal and Production Quality of Photos, Infographics and Data Visualizations to Credibility of Social Media Posts
Announce Type: replace Abstract: The rapid proliferation of visual content raises fundamental questions about how different visual formats and features shape perceived credibility. Drawing on processing fluency theory, this research examines how visuals shape credibility judgments. We focus on three popular formats-photos, infographics, and data visualizations-comparing them to text-only posts, and test how two visual features, aesthetic appeal and production quality, influence credibility...
Age verification for social media, the beginning of the end for a free internet?
Age verification for social media – the beginning of the end for a free internet? So-called age verification for social media is spreading across the world, framed as an effort to create a safer internet for children. In reality, age verification lays the foundation for a fully government controlled internet.
Malaysia's social media account ban for under-16s kicks in on Jun 1, but questions remain
Malaysia's social media account ban for under-16s kicks in on Jun 1, but questions remain The Malaysian Communications and Multimedia Commission (MCMC) had previously announced the social media ban on May 22, which sought to reduce youths’ exposure to harmful content on digital platforms. KUALA LUMPUR: Malaysia on Monday (Jun 1) began enforcing rules barring millions of children younger than 16 years old from having social media accounts, joining a growing global effort to tighten safety...
Malaysia: Social media ban for minors sparks privacy debate
Malaysia: Social media ban for minors sparks privacy debate June 3, 2026Malaysia has begun enforcing a ban on children under 16 having social media accounts, making it one of the latest countries to impose age-based limits on young people's access to digital platforms. The rules, which took effect on June 1, require major social media companies to prevent under-16s from registering or holding accounts. Platforms are expected to verify users' ages and strengthen safeguards against harmful...
Malaysia's social media ban for minors sparks privacy debate
Malaysia's social media ban for minors sparks privacy debate June 3, 2026A ban on social media accounts for children under 16 that took effect June 1 has made Malaysia one of the latest countries to impose age-based limits on access to digital platforms. The rules require major social media companies to prevent people younger than 16 from registering or holding accounts. Platforms are expected to verify users' ages and strengthen safeguards against harmful content, cyberbullying, grooming,...
Inside social media 'tinder box' as Henry Nowak murder sparks rage offline
Inside social media 'tinder box' as Henry Nowak murder sparks rage offline EXCLUSIVE: Online and political experts have warned that social media firms must take greater action to stop the rapid spread of anger on their sites to avoid it spilling onto the streets Social media has become a “tinder box” in the aftermath of scandals like the Henry Nowak murder, experts have warned. Violent clashes between protestors and police this week erupted in the streets of Southampton after the death of...
What are EU social media alternatives to Instagram, TikTok?
What are EU social media alternatives to Instagram, TikTok? June 5, 2026Instagram and Facebook from Meta, X (formerly Twitter) from Elon Musk, TikTok from ByteDance — billions of social media users interact with these products every day. These and other tech corporations have become huge and powerful.