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Using Machine Learning Algorithms to Detect Suicide Risk Factors on Twitter
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Using Machine Learning Algorithms to Detect Suicide Risk Factors on Twitter (2019)Using Machine Learning Algorithms to Dete…A Linguistic Analysis of Suicide-Related Twitter Posts (2017)A Linguistic Analysis of Suic…Validating Machine Learning Algorithms for Twitter Data Against Established Measures of Suicidality (2016)Validating Machine Learning A…Exploratory Analysis of Social Media Prior to a Suicide Attempt (2016)Exploratory Analysis of Socia…Twitter postings and suicide: An analysis of the postings of a fatal suicide in the 24 hours prior to death (2015)Twitter postings and suicide:…Machine Classification and Analysis of Suicide-Related Communication on Twitter (2015)Machine Classification and An…Detecting suicidality on Twitter (2015)Detecting suicidality on Twit…Detecting Suicidal Ideation in Chinese Microblogs with Psychological Lexicons (2014)Detecting Suicidal Ideation i…Tracking Suicide Risk Factors Through Twitter in the US (2013)Tracking Suicide Risk Factors…Social Media and Suicide: A Public Health Perspective (2012)Social Media and Suicide: A P…Ecological Momentary Assessment (2007)Ecological Momentary Assessme…Suicide rates in China, 1995–99 (2002)The Psychological Functions of Function Words (2007)A Computational Approach to Feature Extraction for Identification of Suicidal Ideation in Tweets (2018)Latent Suicide Risk Detection on Microblog via Suicide-Oriented Word Embeddings and Layered Attention (2019)Proactive Suicide Prevention Online (PSPO): Machine Identification and Crisis Management for Chinese Social Media Users With Suicidal Thoughts and Behaviors (2019)Of mental health. 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References

  • 2007Ecological Momentary Assessment6,416 cited
  • 2012Social Media and Suicide: A Public Health Perspective469 cited
  • 2015Detecting suicidality on Twitter439 cited
  • 2013Tracking Suicide Risk Factors Through Twitter in the US342 cited
  • 2016Validating Machine Learning Algorithms for Twitter Data Against Established Measures of Suicidality193 cited
  • 2017A Linguistic Analysis of Suicide-Related Twitter Posts162 cited
  • 2016Exploratory Analysis of Social Media Prior to a Suicide Attempt154 cited
  • 2015Machine Classification and Analysis of Suicide-Related Communication on Twitter136 cited
  • 2014Detecting Suicidal Ideation in Chinese Microblogs with Psychological Lexicons98 cited
  • 2015Twitter postings and suicide: An analysis of the postings of a fatal suicide in the 24 hours prior to death66 cited

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