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Despite the influence that image-based communication has on online discourse, the role played by images in disinformation is still not well understood. In this paper, we present the first large-scale study of fauxtography, analyzing the use…

Information sharing on social networks is ubiquitous, intuitive, and occasionally accidental. However, people may be unaware of the potential negative consequences of disclosures, such as reputational damages. Yet, people use social…

Human-Computer Interaction · Computer Science 2022-07-07 Yefim Shulman , Agnieszka Kitkowska , Joachim Meyer

Social media platforms have faced increasing scrutiny over whether and how they protect youth online. While online risks to children have been well-documented by prior research, how social media platforms communicate about these risks and…

Human-Computer Interaction · Computer Science 2025-12-19 Renkai Ma , Dominique Geissler , Stefan Feuerriegel , Tobias Lauinger , Damon McCoy , Pamela Wisniewski

Since 2016, the amount of academic research with the keyword "misinformation" has more than doubled [2]. This research often focuses on article headlines shown in artificial testing environments, yet misinformation largely spreads through…

Human-Computer Interaction · Computer Science 2020-12-16 Emily Saltz , Claire Leibowicz , Claire Wardle

Social Media Popularity Prediction has drawn a lot of attention because of its profound impact on many different applications, such as recommendation systems and multimedia advertising. Despite recent efforts to leverage the content of…

Multimedia · Computer Science 2023-07-31 Zhizhen Zhang , Xiaohui Xie , Mengyu Yang , Ye Tian , Yong Jiang , Yong Cui

This paper explores tracking and privacy risks on pornography websites. Our analysis of 22,484 pornography websites indicated that 93% leak user data to a third party. Tracking on these sites is highly concentrated by a handful of major…

Computers and Society · Computer Science 2019-07-16 Elena Maris , Timothy Libert , Jennifer Henrichsen

We perform a large-scale analysis of third-party trackers on the World Wide Web from more than 3.5 billion web pages of the CommonCrawl 2012 corpus. We extract a dataset containing more than 140 million third-party embeddings in over 41…

Social and Information Networks · Computer Science 2016-08-01 Sebastian Schelter , Jérôme Kunegis

The U.S. Food & Drug Administration (FDA) requires that e-cigarette advertisements include a prominent warning label that reminds consumers that nicotine is addictive. However, the high volume of vaping-related posts on social media makes…

Social and Information Networks · Computer Science 2021-02-10 Chris J. Kennedy , Julia Vassey , Ho-Chun Herbert Chang , Jennifer B. Unger , Emilio Ferrara

Censorship and the distribution of false information, tools used to manipulate what users see and believe, are seemingly at opposite ends of the information access spectrum. Most previous work has examined them in isolation and within…

Human-Computer Interaction · Computer Science 2025-09-23 Zaid Hakami , Yuzhou Feng , Bogdan Carbunar

Artificial intelligence (AI) systems rely heavily on human-generated data, yet the people behind that data are often overlooked. Human behavior can play a major role in AI training datasets, be it in limiting access to existing works or in…

General Economics · Economics 2025-06-05 Christian Peukert , Florian Abeillon , Jérémie Haese , Franziska Kaiser , Alexander Staub

Online harassment is a global problem. This article examines perceptions of harm and preferences for remedies associated with online harassment with nearly 4000 participants in 14 countries around the world. The countries in this work…

Human-Computer Interaction · Computer Science 2023-01-30 Sarita Schoenebeck , Amna Batool , Giang Do , Sylvia Darling , Gabriel Grill , Daricia Wilkinson , Mehtab Khan , Kentaro Toyama , Louise Ashwell

Publish/Subscribe systems like Twitter and Reddit let users communicate with many recipients without requiring prior personal connections. The content that participants of these systems publish and subscribe to is typically public, but they…

Cryptography and Security · Computer Science 2021-08-20 Sarah Abdelwahab Gaballah , Christoph Coijanovic , Thorsten Strufe , Max Mühlhäuser

Privacy requirements are increasingly growing in importance as new privacy regulations are enacted. To adequately manage privacy requirements, organizations not only need to comply with privacy regulations, but also consider user privacy…

Software Engineering · Computer Science 2022-06-14 Ze Shi Li , Manish Sihag , Nowshin Nawar Arony , Joao Bezerra Junior , Thanh Phan , Neil Ernst , Daniela Damian

The popularity of social media influencers (SMI) as a means for businesses and causes to engage with the public and develop followers is undeniable. However, the use of SMI have been scrutinized due to various scandals that reflect poorly…

General Economics · Economics 2024-06-07 Shawn Berry

Professional players in social media (e.g., big companies, politician, athletes, celebrities, etc) are intensively using Online Social Networks (OSNs) in order to interact with a huge amount of regular OSN users with different purposes…

Social and Information Networks · Computer Science 2017-05-03 Reza Farahbakhsh , Angel Cuevas , Noel Crespi

Considering that prior research has found older users undergo a different privacy decision-making process compared to younger adults, more research is needed to inform the behavioral privacy disclosure effects of these strategies for…

Accurate modeling of subjective phenomena such as emotion expression requires data annotated with authors' intentions. Commonly such data is collected by asking study participants to donate and label genuine content produced in the real…

Computation and Language · Computer Science 2025-06-02 Christopher Bagdon , Aidan Combs , Carina Silberer , Roman Klinger

Numerous surveys have shown that Web users are concerned about the loss of privacy associated with online tracking. Alarmingly, these surveys also reveal that people are also unaware of the amount of data sharing that occurs between ad…

Cryptography and Security · Computer Science 2020-02-17 Muhammad Ahmad Bashir , Sajjad Arshad , William Robertson , Christo Wilson

Scams are a widespread issue with severe consequences for both victims and perpetrators, but existing data collection is fragmented, precluding global and comparative local understanding. The present study addresses this gap through a…

Computers and Society · Computer Science 2024-07-19 Mo Houtti , Abhishek Roy , Venkata Narsi Reddy Gangula , Ashley Marie Walker

During the summer of 2018, Facebook, Google, and Twitter created policies and implemented transparent archives that include U.S. political advertisements which ran on their platforms. Through our analysis of over 1.3 million ads with…

Social and Information Networks · Computer Science 2019-02-13 Laura Edelson , Shikhar Sakhuja , Ratan Dey , Damon McCoy