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Social media platforms have become critical spaces for discussing mental health concerns, including eating disorders. While these platforms can provide valuable support networks, they may also amplify harmful content that glorifies…

社会与信息网络 · 计算机科学 2024-12-23 Kristina Lerman , Minh Duc Chu , Charles Bickham , Luca Luceri , Emilio Ferrara

This paper investigates the relationship between social media and eating practices amongst 42 internet users aged 18-26. We conducted an ethnography in the US and India to observe how they navigated eating and health information online. We…

人机交互 · 计算机科学 2024-03-01 Rachel Xu , Nhu Le , Rebekah Park , Laura Murray

The pervasive expectations about ideal body types in Western society can lead to body image concerns, dissatisfaction, and in extreme cases, eating disorders and other psychopathologies related to body image. While previous research has…

社会与信息网络 · 计算机科学 2025-12-11 Minh Duc Chu , Cinthia Sánchez , Zihao He , Rebecca Dorn , Stuart Murray , Kristina Lerman

The Covid-19 pandemic induced a vast increase in adolescents diagnosed with eating disorders and hospitalized due to eating disorders. This immense growth stemmed partially from the stress of the pandemic but also from increased exposure to…

机器学习 · 计算机科学 2023-01-03 Jonathan Feldman

Eating disorders (ED), a severe mental health condition with high rates of mortality and morbidity, affect millions of people globally, especially adolescents. The proliferation of online communities that promote and normalize ED has been…

社会与信息网络 · 计算机科学 2024-05-24 Minh Duc Chu , Zihao He , Rebecca Dorn , Kristina Lerman

Globalization has fundamentally reshaped societal dynamics, influencing how individuals interact and perceive themselves and others. One significant consequence is the evolving landscape of eating disorders such as bulimia nervosa (BN),…

社会与信息网络 · 计算机科学 2025-06-05 Brenda Murillo , Fabio Sanchez

Eating disorders are complex mental health conditions that affect millions of people around the world. Effective interventions on social media platforms are crucial, yet testing strategies in situ can be risky. We present a novel LLM-driven…

计算与语言 · 计算机科学 2024-09-09 Louis Penafiel , Hsien-Te Kao , Isabel Erickson , David Chu , Robert McCormack , Kristina Lerman , Svitlana Volkova

The algorithms and the interactions facilitated by online platforms have been used by radical groups to recruit vulnerable individuals to their cause. This has resulted in the sharp growth of violent events and deteriorating online…

社会与信息网络 · 计算机科学 2024-01-18 Hussam Habib , Padmini Srinivasan , Rishab Nithyanand

Distinctive linguistic practices help communities build solidarity and differentiate themselves from outsiders. In an online community, one such practice is variation in orthography, which includes spelling, punctuation, and capitalization.…

计算与语言 · 计算机科学 2017-12-06 Ian Stewart , Stevie Chancellor , Munmun De Choudhury , Jacob Eisenstein

Over the last decade, there has been a vast increase in eating disorder diagnoses and eating disorder-attributed deaths, reaching their zenith during the Covid-19 pandemic. This immense growth derived in part from the stressors of the…

机器学习 · 计算机科学 2023-11-07 Jonathan Feldman

Online communities are important spaces for members of marginalized groups to organize and support one another. To better understand the experiences of fat people -- a group whose marginalization often goes unrecognized -- in online…

人机交互 · 计算机科学 2024-10-08 Blakeley H. Payne , Jordan Taylor , Katta Spiel , Casey Fiesler

Nowadays, Social Networks have become an essential communication tools producing a large amount of information about their users and their interactions, which can be analysed with Data Mining methods. In the last years, Social Networks are…

社会与信息网络 · 计算机科学 2025-01-29 Raul Lara-Cabrera , Antonio Gonzalez-Pardo , David Camacho

Social media platforms have evolved rapidly in modernity without strong regulation. One clear obstacle faced by current users is that of toxicity. Toxicity on social media manifests through a number of forms, including harassment,…

社会与信息网络 · 计算机科学 2024-10-30 Rhett Hanscom , Tamara Silbergleit Lehman , Qin Lv , Shivakant Mishra

The confluence of technological and societal advances is changing the nature of global terrorism. For example, engagement with Web, social media, and smart devices has the potential to affect the mental behavior of the individuals and…

计算机与社会 · 计算机科学 2019-10-04 Vahid Moraveji Hashemi

Eating disorders, which include anorexia nervosa and bulimia nervosa, have been exacerbated by the COVID-19 pandemic, with increased diagnoses linked to heightened exposure to idealized body images online. TikTok, a platform with over a…

社会与信息网络 · 计算机科学 2025-05-06 Charles Bickham , Bryan Ramirez-Gonzalez , Minh Duc Chu , Kristina Lerman , Emilio Ferrara

Social media platforms actively moderate content glorifying harmful behaviors like eating disorders, which include anorexia and bulimia. However, users have adapted to evade moderation by using coded hashtags. Our study investigates the…

社会与信息网络 · 计算机科学 2024-04-25 Charles Bickham , Kia Kazemi-Nia , Luca Luceri , Kristina Lerman , Emilio Ferrara

We present a large-scale analysis of Instagram pictures taken at 164,753 restaurants by millions of users. Motivated by the obesity epidemic in the United States, our aim is three-fold: (i) to assess the relationship between fast food and…

计算机与社会 · 计算机科学 2015-03-26 Yelena Mejova , Hamed Haddadi , Anastasios Noulas , Ingmar Weber

Echo chambers and opinion polarization recently quantified in several sociopolitical contexts and across different social media, raise concerns on their potential impact on the spread of misinformation and on openness of debates. Despite…

物理与社会 · 物理学 2020-02-28 Fabian Baumann , Philipp Lorenz-Spreen , Igor M. Sokolov , Michele Starnini

The proliferation of radical online communities and their violent offshoots has sparked great societal concern. However, the current practice of banning such communities from mainstream platforms has unintended consequences: (I) the further…

社会与信息网络 · 计算机科学 2022-12-12 Giuseppe Russo , Manoel Horta Ribeiro , Giona Casiraghi , Luca Verginer

Online Radicalization (also called Cyber-Terrorism or Extremism or Cyber-Racism or Cyber- Hate) is widespread and has become a major and growing concern to the society, governments and law enforcement agencies around the world. Research…

信息检索 · 计算机科学 2013-01-22 Denzil Correa , Ashish Sureka
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