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Twitter and other social media networks have broadened the human connection network, enabling the quick spread of information to a vast audience. This online collaborative contagion has led to the spread of self-destruction ideas on media platforms like Twitter, Reddit, and others, raising serious concerns. This study aims to evaluate the implications and results of machine learning classifiers to identify suicidal risk postings that can help in intervention.

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Suicidal Tendency Detection Using Twitter Data

  • 会议论文

  • 发表日期：

    2025年

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  • Mayank Raj,
  • Vaidik Chhirolya,
  • S. Shreyas Kumar,
  • Susan Shilbi,
  • Saravanakumar Kandasamy

摘要

Twitter and other social media networks have broadened the human connection network, enabling the quick spread of information to a vast audience. This online collaborative contagion has led to the spread of self-destruction ideas on media platforms like Twitter, Reddit, and others, raising serious concerns. This study aims to evaluate the implications and results of machine learning classifiers to identify suicidal risk postings that can help in intervention.