Detecting Early and Implicit Suicidal Ideation via Longitudinal and Information Environment Signals on Social Media

arXiv — cs.CLFriday, October 31, 2025 at 4:00:00 AM
A new study highlights the importance of detecting early signs of suicidal ideation on social media, where individuals often do not express their distress directly. By developing a computational framework that analyzes users' information environments, researchers aim to identify implicit signals that could indicate someone is struggling. This approach is crucial as it could lead to timely interventions and support for those in need, ultimately saving lives and improving mental health outcomes.
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