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Building and Using Personal Knowledge Graph to Improve Suicidal Ideation Detection on Social Media
16 references·1 citing·51 second hop
Building and Using Personal Knowledge Graph to Improve Suicidal Ideation Detection on Social Media (2020)Building and Using Personal Knowledge Gra…Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications (2020)Suicidal Ideation Detection: …Detection of Suicide Ideation in Social Media Forums Using Deep Learning (2019)Detection of Suicide Ideation…Natural Language Processing of Social Media as Screening for Suicide Risk (2018)Natural Language Processing o…Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media (2016)Discovering Shifts to Suicida…Detecting suicidality on Twitter (2015)Detecting suicidality on Twit…Quantifying Mental Health Signals in Twitter (2014)Quantifying Mental Health Sig…Tracking Suicide Risk Factors Through Twitter in the US (2013)Tracking Suicide Risk Factors…Suicide Note Classification Using Natural Language Processing: A Content Analysis (2010)Suicide Note Classification U…Cross-national prevalence and risk factors for suicidal ideation, plans and attempts (2008)Cross-national prevalence and…When and how do young people seek professional help for mental health problems? (2007)When and how do young people …The short‐form version of the Depression Anxiety Stress Scales (DASS‐21): Construct validity and normative data in a large non‐clinical sample (2005)The short‐form version of the…Frequency and patterns of mental health services utilization among adolescents with anxiety and depressive disorders (2005)Frequency and patterns of men…The Depression Anxiety Stress Scales (DASS): Normative data and latent structure in a large non‐clinical sample (2003)The Depression Anxiety Stress…Media Contagion and Suicide Among the Young (2003)Media Contagion and Suicide A…Parenting style as context: An integrative model. (1993)Parenting style as context: A…The Psychology of Self-Affirmation: Sustaining the Integrity of the Self (1988)The Psychology of Self-Affirm…Deep learning techniques for suicide and depression detection from online social media: A scoping review (2022)Deep learning techniques for …A Theory of Cognitive Dissonance (1957)Self-efficacy: Toward a unifying theory of behavioral change. (1977)Self-efficacy: Toward a unifying theory of behavioral change. (1977)Culture and the Self: Implications for Cognition, Emotion, and Motivation (1991)Implicit social cognition: Attitudes, self-esteem, and stereotypes. (1995)The Emerging Field of Emotion Regulation: An Integrative Review (1998)The Hospital Anxiety and Depression Scale (1983)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)The Depression Anxiety Stress Scales—21 (DASS‐21): Further Examination of Dimensions, Scale Reliability, and Correlates (2012)Adaptation and validation of the depression, anxiety and stress scale (DASS) to Brazilian Portuguese (2013)Development and Validation of a Brief Version of the Difficulties in Emotion Regulation Scale: The DERS-16 (2015)An Inventory for Measuring Depression (1961)Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives (1999)Depression Anxiety and Stress Scales (DASS-21): Psychometric analysis across four racial groups (2007)Psychological Need Thwarting in the Sport Context: Assessing the Darker Side of Athletic Experience (2011)“Mental health literacy”: a survey of the public's ability to recognise mental disorders and their beliefs about the effectiveness of treatment (1997)Lifetime Prevalence and Age-of-Onset Distributions of DSM-IV Disorders in the National Comorbidity Survey Replication (2005)Young people’s help-seeking for mental health problems (2005)Barriers and facilitators to mental health help-seeking for young elite athletes: a qualitative study (2012)Comparison of Prevalence and Associated Factors of Anxiety and Depression Among People Affected by versus People Unaffected by Quarantine During the COVID-19 Epidemic in Southwestern China (2020)What are the barriers, facilitators and interventions targeting help-seeking behaviours for common mental health problems in adolescents? 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References

  • 2005The short‐form version of the Depression Anxiety Stress Scales (DASS‐21): Construct validity and normative data in a large non‐clinical sample5,796 cited
  • 1993Parenting style as context: An integrative model.4,319 cited
  • 1988The Psychology of Self-Affirmation: Sustaining the Integrity of the Self3,696 cited
  • 2008Cross-national prevalence and risk factors for suicidal ideation, plans and attempts2,651 cited
  • 2003The Depression Anxiety Stress Scales (DASS): Normative data and latent structure in a large non‐clinical sample1,756 cited
  • 2007When and how do young people seek professional help for mental health problems?1,194 cited
  • 2014Quantifying Mental Health Signals in Twitter722 cited
  • 2016Discovering Shifts to Suicidal Ideation from Mental Health Content in Social Media683 cited
  • 2018Natural Language Processing of Social Media as Screening for Suicide Risk505 cited
  • 2015Detecting suicidality on Twitter439 cited
  • 2003Media Contagion and Suicide Among the Young429 cited
  • 2013Tracking Suicide Risk Factors Through Twitter in the US342 cited
  • 2020Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications264 cited
  • 2005Frequency and patterns of mental health services utilization among adolescents with anxiety and depressive disorders251 cited

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  • 2019Detection of Suicide Ideation in Social Media Forums Using Deep Learning250 cited
  • 2010Suicide Note Classification Using Natural Language Processing: A Content Analysis235 cited
  • Cited by

    • 2022Deep learning techniques for suicide and depression detection from online social media: A scoping review94 cited