Social media use and deliberate self-harm among youth: a systematized narrative review

C Biernesser, CJR Sewall, D Brent, T Bear… - Children and youth …, 2020 - Elsevier
Background Suicide is now the 2nd leading cause of death among adolescents and young
adults. Social media's influence on youth suicidal risk or attenuation of risk is a novel and …

Detection of suicide ideation in social media forums using deep learning

MM Tadesse, H Lin, B Xu, L Yang - Algorithms, 2019 - mdpi.com
Suicide ideation expressed in social media has an impact on language usage. Many at-risk
individuals use social forum platforms to discuss their problems or get access to information …

A linguistic analysis of suicide-related Twitter posts

B O'dea, ME Larsen, PJ Batterham, AL Calear… - Crisis, 2017 - econtent.hogrefe.com
Background: Suicide is a leading cause of death worldwide. Identifying those at risk and
delivering timely interventions is challenging. Social media site Twitter is used to express …

Detecting and explaining crisis

R Kshirsagar, R Morris, S Bowman - arXiv preprint arXiv:1705.09585, 2017 - arxiv.org
Individuals on social media may reveal themselves to be in various states of crisis (eg
suicide, self-harm, abuse, or eating disorders). Detecting crisis from social media text …

[HTML][HTML] Improving moderator responsiveness in online peer support through automated triage

DN Milne, KL McCabe, RA Calvo - Journal of medical Internet research, 2019 - jmir.org
Background Online peer support forums require oversight to ensure they remain safe and
therapeutic. As online communities grow, they place a greater burden on their human …

Assortativity of suicide-related posting on social media.

I Cero, TK Witte - American Psychologist, 2020 - psycnet.apa.org
Since the turn of the century, interdisciplinary research on networks—their formation,
structure, and influence—has advanced so rapidly, it is now a science unto itself, offering …

Textual analysis

CK Chung, JW Pennebaker - Measurement in social psychology, 2018 - taylorfrancis.com
Human language sets us apart from other species, but science is only now developing the
tools needed to study it on a massive scale. Through advances in computer-mediated …

Sidvis: Designing visual interactive system for analyzing suicide ideation detection

MR Islam, MKH Sakib, A Ulhaq, S Akter… - 2023 27th …, 2023 - ieeexplore.ieee.org
Suicide is a critical global issue that demands a comprehensive examination of factors such
as mental illness, substance abuse, financial stress, and trauma. Effectively identifying …

Dynamics of an idiostyle of a Russian suicidal blogger

T Litvinova, O Litvinova, P Seredin - Proceedings of the Fifth …, 2018 - aclanthology.org
Over 800000 people die of suicide each year. It is es-timated that by the year 2020, this
figure will have in-creased to 1.5 million. It is considered to be one of the major causes of …

Identifying Suicidal Risk: A Text Classification Study for Early Detection

DV Sri, AB Sai, V Anand… - Proceedings of Data …, 2024 - books.google.com
Abstract Language usage is affected by suicidal intent that is conveyed on social media.
Many at-risk users rely on online forum websites to discuss their issues or find out …