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Mobile mental health applications are seen as a promising way to fulfill the growing need for mental health care. Although there are more than ten thousand mental health apps available on app marketplaces, such as Google Play and Apple App…

Human-Computer Interaction · Computer Science 2022-09-19 MD Romael Haque , Sabirat Rubya

Black men face a double barrier to mental health help-seeking: traditional masculinity norms demanding emotional restrictiveness and systemic racism fostering institutional mistrust. While celebrity mental health disclosures show promise…

Computers and Society · Computer Science 2025-10-27 Anurag Shekhar

Along with the rise of short-form videos, their mental impacts on viewers have led to widespread consequences, prompting platforms to predict videos' impact on viewers' mental health. Subsequently, they can take intervention measures…

Computer Vision and Pattern Recognition · Computer Science 2024-10-15 Jiaheng Xie , Ruicheng Liang , Yidong Chai , Yang Liu , Daniel Zeng

Mental health is a significant and growing public health concern. As language usage can be leveraged to obtain crucial insights into mental health conditions, there is a need for large-scale, labeled, mental health-related datasets of users…

Computation and Language · Computer Science 2018-07-12 Arman Cohan , Bart Desmet , Andrew Yates , Luca Soldaini , Sean MacAvaney , Nazli Goharian

Motivations: People are generating an enormous amount of social data to describe their health care experiences, and continuously search information about diseases, symptoms, diagnoses, doctors, treatment options and medicines. The…

Computers and Society · Computer Science 2019-02-19 Andrea Lenzi , Marianna Maranghi , Giovanni Stilo , Paola Velardi

Social media wields a profound influence on social and economic dynamics worldwide, people on social media began to forge a livelihood through their online presence through creative labor. This surge in social media Content Creators…

Computers and Society · Computer Science 2023-12-21 Gianna Williams

This article methodologically reflects on how social media scholars can effectively engage with speech-based data in their analyses. While contemporary media studies have embraced textual, visual, and relational data, the aural dimension…

Social and Information Networks · Computer Science 2024-12-18 Hongrui Jin

In the last decade, the United States has lost more than 500,000 people from an overdose involving prescription and illicit opioids making it a national public health emergency (USDHHS, 2017). Medical practitioners require robust and timely…

Computation and Language · Computer Science 2024-06-17 Chenghao Yang , Tuhin Chakrabarty , Karli R Hochstatter , Melissa N Slavin , Nabila El-Bassel , Smaranda Muresan

The debate on whether social media has a net positive or negative effect on youth is ongoing. Therefore, we conducted a thematic analysis on 2,061 posts made by 1,038 adolescents aged 15-17 on an online peer-support platform to investigate…

Human-Computer Interaction · Computer Science 2025-04-22 Abdulmalik Alluhidan , Mamtaj Akter , Ashwaq Alsoubai , Jinkyung Park , Pamela Wisniewski

Depression has emerged as a significant mental health concern due to a variety of factors, reflecting broader societal and individual challenges. Within the digital era, social media has become an important platform for individuals…

Computers and Society · Computer Science 2023-10-19 Qihan Wang , Anique Tahir , Zeyad Alghamdi , Huan Liu

In the past decade, tracking health trends using social media data has shown great promise, due to a powerful combination of massive adoption of social media around the world, and increasingly potent hardware and software that enables us to…

Computers and Society · Computer Science 2018-05-16 Martin Mueller , Marcel Salathé

As the COVID-19 pandemic evolved, the Centers for Disease Control and Prevention (CDC) used Twitter to disseminate safety guidance and updates, reaching millions of users. This study analyzes two years of tweets from, to, and about the CDC…

Social and Information Networks · Computer Science 2025-05-29 Tawfiq Ammari , Anna Gutowska , Jacob Ziff , Casey Randazzo , Harihan Subramonyam

The COVID-19 pandemic has placed a severe mental strain on people in general, and on young people in particular. Online support forums offer opportunities for peer-to-peer health support, which can ease pressure on professional and…

Computers and Society · Computer Science 2022-02-09 Fathima Rushda Balabaskaran , Annabel Jones-Gammon , Rebecca How , Jennifer Cole

Social media platforms, particularly Reddit's r/Epilepsy community, offer a unique perspective into the experiences of individuals with epilepsy (PWE) and their caregivers. This study analyzes 57k posts and 533k comments to explore key…

Artificial Intelligence · Computer Science 2024-12-03 Liza Dahiya , Rachit Bagga

Social network sites allow users to publicly tag people in their posts. These tagged posts allow users to share to both the general public and a targeted audience, dynamically assembled via notifications that alert the people mentioned. We…

Social and Information Networks · Computer Science 2015-09-04 Saiph Savage , Andres Monroy-Hernandez , Kasturi Bhattacharjee , Tobias Hollerer

Video-sharing platforms (VSPs) have become increasingly important for individuals with ADHD to recognize symptoms, acquire knowledge, and receive support. While videos offer rich information and high engagement, they also present unique…

Human-Computer Interaction · Computer Science 2025-07-18 Hanxiu 'Hazel' Zhu , Avanthika Senthil Kumar , Sihang Zhao , Ru Wang , Xin Tong , Yuhang Zhao

The Papageno effect concerns how media can play a positive role in preventing and mitigating suicidal ideation and behaviors. With the increasing ubiquity and widespread use of social media, individuals often express and share lived…

Computers and Society · Computer Science 2023-02-21 Yunhao Yuan , Koustuv Saha , Barbara Keller , Erkki Tapio Isometsä , Talayeh Aledavood

Disclosing sensitive health conditions offers significant benefits at both individual and societal levels. However, patients often face challenges due to concerns about stigma. The use of social robots and chatbots to support sensitive…

Human-Computer Interaction · Computer Science 2024-09-10 Alemitu Bezabih , Shadi Nourriz , C. Estelle Smith

Visual social media platforms have become primary venues for political discourse, yet we know little about how moralization operates differently across platforms and topics. Analyzing 2,027,595 TikToks and 1,126,972 Instagram posts during…

Computers and Society · Computer Science 2026-03-24 Ni Annie Yuan , Ho-chun Herbert Chang

The combination of clinical and personal health and wellbeing data can tell us much about our behaviors, risks and overall status. The way this data is visualized may affect our understanding of our own health. To study this effect, we…

Human-Computer Interaction · Computer Science 2016-04-08 Andres Ledesma , Hannu Nieminen , Päivi Valve , Miikka Ermes , Holly Jimison , Misha Pavel