[HTML][HTML] Social media mining under the COVID-19 context: Progress, challenges, and opportunities
Social media platforms allow users worldwide to create and share information, forging vast
sensing networks that allow information on certain topics to be collected, stored, mined, and …
sensing networks that allow information on certain topics to be collected, stored, mined, and …
[HTML][HTML] Public surveillance of social media for suicide using advanced deep learning models in Japan: time series study from 2012 to 2022
Background Social media platforms have been increasingly used to express suicidal
thoughts, feelings, and acts, raising public concerns over time. A large body of literature has …
thoughts, feelings, and acts, raising public concerns over time. A large body of literature has …
[HTML][HTML] Understanding public perceptions and discussions on opioids through twitter: cross-sectional infodemiology study
F Carabot, O Fraile-Martínez, C Donat-Vargas… - Journal of Medical …, 2023 - jmir.org
Background Opioids are used for the treatment of refractory pain, but their inappropriate use
has detrimental consequences for health. Understanding the current experiences and …
has detrimental consequences for health. Understanding the current experiences and …
AI and suicide risk prediction: Facebook live and its aftermath
D Peralta - AI & SOCIETY, 2024 - Springer
As suicide rates increase worldwide, the mental health industry has reached an impasse in
attempts to assess patients, predict risk, and prevent suicide. Traditional assessment tools …
attempts to assess patients, predict risk, and prevent suicide. Traditional assessment tools …
Korean adolescent suicide and search volume for “self-injury” on internet search engines
JY Son, JH Han, SC Kim, WS Choi, HJ Hong - Frontiers in psychiatry, 2023 - frontiersin.org
Introduction Many adolescents with suicidal ideation receive support through the Internet.
However, they also find ways to attempt suicide or strengthen their suicidal ideation through …
However, they also find ways to attempt suicide or strengthen their suicidal ideation through …
Involvement in cyberbullying events and empathy are related to emotional responses to simulated social pain tasks
Introduction This study aims to explore the relationship between cyberbullying involvement
either as a perpetrator or a victim and emotional responses to virtual social exclusion and …
either as a perpetrator or a victim and emotional responses to virtual social exclusion and …
NLP-ML Hybrid: Identifying Signs of Suicidal Thoughts in Social Media Content
RJR Samuel, A Jenefa, P Santhiya… - … Conference on Self …, 2024 - ieeexplore.ieee.org
The increasing prevalence of suicide globally necessitates innovative approaches to early
detection and prevention. Social media, where individuals often express personal distress …
detection and prevention. Social media, where individuals often express personal distress …
[PDF][PDF] Unveiling the Tapestry: Exploring TikTok Usage among Generation Z in Pakistan
This study digs into the complex web of TikTok use among Pakistan's Generation Z, looking
at the underlying trends, driving forces, and outcomes. The research uses a qualitative …
at the underlying trends, driving forces, and outcomes. The research uses a qualitative …
[HTML][HTML] Workshop Overview
SJ Nass, R Pool, FK Amankwah… - … to Identify Individuals …, 2022 - ncbi.nlm.nih.gov
The National Strategy for Suicide Prevention, first released in 2001 and updated in
collaboration with the National Action Alliance for Suicide Prevention in 2012, outlined goals …
collaboration with the National Action Alliance for Suicide Prevention in 2012, outlined goals …
[PDF][PDF] CAN MACHINE LEARNING IDENTIFY SUICIDAL RISK ON SOCIAL MEDIA PLATFORMS?
R Moerkerke - 2023 - libstore.ugent.be
The detection of suicidality and prevention of suicide remain critical public health
challenges, often hindered by the difficulties of identifying individuals at risk. With the …
challenges, often hindered by the difficulties of identifying individuals at risk. With the …