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One of the most significant differences of M5 over previous forecasting competitions is that it was held on Kaggle, an online platform of data scientists and machine learning practitioners. Kaggle provides a gathering place, or virtual…

社会与信息网络 · 计算机科学 2021-10-04 Xixi Li , Yun Bai , Yanfei Kang

We investigate the impact of free speech and the relaxation of moderation on online social media platforms using Elon Musk's takeover of Twitter as a case study. By curating a dataset of over 10 million tweets, our study employs a novel…

社会与信息网络 · 计算机科学 2025-03-13 Arvindh Arun , Saurav Chhatani , Jisun An , Ponnurangam Kumaraguru

Over the past few years, online aggression and abusive behaviors have occurred in many different forms and on a variety of platforms. In extreme cases, these incidents have evolved into hate, discrimination, and bullying, and even…

With the rapid growth of online social network sites (SNS), it has become imperative for platform owners and online marketers to investigate what drives content production on these platforms. However, previous research has found it…

社会与信息网络 · 计算机科学 2018-11-28 Prasanta Bhattacharya , Tuan Q. Phan , Xue Bai , Edoardo Airoldi

Protracted conflict is one of the largest human challenges that have persistently undermined economic and social progress. In recent years, there has been increased emphasis on using statistical and physical science models to better…

Since the early 2010s, social network-based influence technologies have grown almost exponentially. Initiated by the U.S. Army's early OEV system in 2011, a number of companies specializing in this field have emerged. The most (in)famous…

密码学与安全 · 计算机科学 2025-09-23 Eric Filiol

As LLM-based agents become increasingly autonomous and will more freely interact with each other, studying the interplay among them becomes crucial to anticipate emergent phenomena and potential risks. In this work, we provide an in-depth…

What has been the impact of the enormous amounts of time, effort and money spent promoting pro-vaccine science from pre-COVID-19 to now? We answer this using a unique mapping of online competition between pro- and anti-vaccination views…

社会与信息网络 · 计算机科学 2025-08-05 Lucia Illari , Nicholas J. Restrepo , Neil F. Johnson

Misleading newsletters can shape individuals' perceptions, and pose a threat to societies; as we witnessed by lowering the severity of follow-up stay-at-home orders and burdening a significant challenge to the fight against COVID-19. In…

物理与社会 · 物理学 2024-12-23 Lucila G. Alvarez-Zuzek , Lucio La Cava , Jelena Grujic , Riccardo Gallotti

During the last few years, there has been an upsurge of social media influencers who are part of the adult entertainment industry, referred to as Performers. To monetize their online presence, Performers often engage in practices which…

社会与信息网络 · 计算机科学 2020-09-28 Nikolaos Lykousas , Fran Casino , Constantinos Patsakis

This study examines how Reddit users engaged with the racial narratives of Lovecraft Country and Watchmen, two television series that reimagine historical racial trauma. Drawing on narrative persuasion and multistep flow theory, we analyze…

计算机与社会 · 计算机科学 2025-05-28 Sherry Mason , Tawfiq Ammari

Despite a growing recognition of the importance of insurgent group structure on conflict outcomes, there is very little empirical research thereon. Though this problem is rooted in the inaccessibility of data on militant group structure,…

社会与信息网络 · 计算机科学 2022-07-15 Ollie Ballinger

Understanding the personality of Russians who support the war in Ukraine is one of the key steps to understanding how this war became possible. However, during the war, traditional sociological methods are not always applicable. Social…

计算机与社会 · 计算机科学 2023-08-10 Alesya Sokolova

The U.S. has the highest rate of firearm-related deaths when compared to other industrialized countries. Violence particularly affects low-income, urban neighborhoods in cities like Chicago, which saw a 40% increase in firearm violence from…

计算机与社会 · 计算机科学 2016-09-29 Desmond Upton Patton , Kathleen McKeown , Owen Rambow , Jamie Macbeth

Empirical studies of online disinformation emphasize matters of public concern such as the COVID-19 pandemic, foreign election interference, and the Russo-Ukraine war, largely in studies that treat the topics separately. Comparatively fewer…

社会与信息网络 · 计算机科学 2024-07-01 David Axelrod , Sangyeon Kim , John Paolillo

In this paper, we present a large-scale characterization of the Manosphere, a conglomerate of Web-based misogynist movements roughly focused on "men's issues," which has seen significant growth over the past years. We do so by gathering and…

Individuals with severe mental illnesses (SMI), particularly schizophrenia, experience complex and intense emotions frequently. They increasingly turn to vlogging as an authentic medium for emotional disclosure and online support-seeking.…

人机交互 · 计算机科学 2025-03-03 Jiaying "Lizzy" Liu , Yunlong Wang , Allen Jue , Yao Lyu , Yiheng Su , Shuo Niu , Yan Zhang

Despite their drawbacks and unintended consequences, social media networks have recently emerged as a crucial resource for individuals in distress, particularly during times of crisis. These platforms serve as a means to seek assistance and…

社会与信息网络 · 计算机科学 2023-10-06 Jinyi Ye , Nikhil Jindal , Francesco Pierri , Luca Luceri

This study aims to examine the impact of electronic word-of-mouth (eWoM) marketing on branding attitudes in social networks. Specifically, we investigate the effects of eWoM activities on brand awareness, brand destruction, branding, brand…

信息论 · 计算机科学 2023-10-24 Azita Pourkabirian , Melika Habibian , Azadeh Pourkabirian

Telegram emerged as a crucial platform for both parties during the conflict between Russia and Ukraine. Per its minimal policies for content moderation, Pro-Kremlin narratives and potential misinformation were spread on Telegram, while…

社会与信息网络 · 计算机科学 2025-04-22 Apaar Bawa , Ugur Kursuncu , Dilshod Achilov , Valerie L. Shalin , Nitin Agarwal , Esra Akbas