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Much of the research in online moderation focuses on punitive actions. However, emerging research has shown that positive reinforcement is effective at encouraging desirable behavior on online platforms. We extend this research by studying…

Human-Computer Interaction · Computer Science 2024-04-05 Frederick Choi , Charlotte Lambert , Vinay Koshy , Sowmya Pratipati , Tue Do , Eshwar Chandrasekharan

Social media platform design often incorporates explicit signals of positive feedback. Some moderators provide positive feedback with the goal of positive reinforcement, but are often unsure of their ability to actually influence user…

Human-Computer Interaction · Computer Science 2025-02-14 Charlotte Lambert , Koustuv Saha , Eshwar Chandrasekharan

Manipulative design in user interfaces (conceptualized as dark patterns) has emerged as a significant impediment to the ethical design of technology and a threat to user agency and freedom of choice. While previous research focused on…

Human-Computer Interaction · Computer Science 2024-02-13 Mateusz Dubiel , Anastasia Sergeeva , Luis A. Leiva

There appears to be a dilemma between the freedom of expression and protection from the adverse effects of uncivil political expression online. While previous studies have revealed various factors that affect attitudes toward freedom of…

Social and Information Networks · Computer Science 2023-08-31 Kohei Nishi

The rapid growth of social media as a news platform has raised significant concerns about the influence and societal impact of biased and unreliable news on these platforms. While much research has explored user engagement with news on…

Social and Information Networks · Computer Science 2025-06-03 Alireza Mohammadinodooshan , Niklas Carlsson

Large language models are known to produce outputs that are plausible but factually incorrect. To prevent people from making erroneous decisions by blindly trusting AI, researchers have explored various ways of communicating factuality…

Human-Computer Interaction · Computer Science 2025-08-12 Hyo Jin Do , Werner Geyer

High-latency anonymous communication systems prevent passive eavesdroppers from inferring communicating partners with certainty. However, disclosure attacks allow an adversary to recover users' behavioral profiles when communications are…

Cryptography and Security · Computer Science 2019-10-23 Simon Oya , Carmela Troncoso , Fernando Pérez-González

The cumulative effect of collective online participation has an important and adverse impact on individual privacy. As an online system evolves over time, new digital traces of individual behavior may uncover previously hidden statistical…

Social and Information Networks · Computer Science 2015-12-18 Marian-Andrei Rizoiu , Lexing Xie , Tiberio Caetano , Manuel Cebrian

Online communities adopt various reputation schemes to measure content quality. This study analyzes the effect of a new reputation scheme that exposes one's offline social status, such as an education degree, within an online community. We…

Social and Information Networks · Computer Science 2020-04-02 Kunwoo Park , Haewoon Kwak , Hyunho Song , Meeyoung Cha

While much attention has been devoted to the causes of opinion change, little is known about its consequences. Our study sheds a light on the relationship between one user's opinion change episode and subsequent behavioral change on an…

Social and Information Networks · Computer Science 2022-07-26 Flavio Petruzzellis , Corrado Monti , Gianmarco De Francisci Morales , Francesco Bonchi

Large language models (LLMs) have demonstrated significant potential in developing Role-Playing Agents (RPAs). However, current research primarily evaluates RPAs using famous fictional characters, allowing models to rely on memory…

Computation and Language · Computer Science 2026-03-05 Ji-Lun Peng , Yun-Nung Chen

To date, much research has been conducted on the positive and negative effects of online social networking (OSN). However, how users perceive others and themselves being subject to these effects and the consequences of users' perceptions…

Computers and Society · Computer Science 2016-06-07 Alireza Heravi , Sameera Mubarak , Kim-Kwang Raymond Choo

Twitter is one of the most popular online micro-blogging and social networking platforms. This platform allows individuals to freely express opinions and interact with others regardless of geographic barriers. However, with the good that…

Social and Information Networks · Computer Science 2022-11-09 Nazanin Salehabadi , Anne Groggel , Mohit Singhal , Sayak Saha Roy , Shirin Nilizadeh

As AI integrates in various types of human writing, calls for transparency around AI assistance are growing. However, if transparency operates on uneven ground and certain identity groups bear a heavier cost for being honest, then the…

Computers and Society · Computer Science 2025-07-03 Inyoung Cheong , Alicia Guo , Mina Lee , Zhehui Liao , Kowe Kadoma , Dongyoung Go , Joseph Chee Chang , Peter Henderson , Mor Naaman , Amy X. Zhang

While online hate groups pose significant risks to the health of online platforms and safety of marginalized groups, little is known about what causes users to become active in hate groups and the effect of social interactions on furthering…

Social and Information Networks · Computer Science 2023-03-27 Daniel Hickey , Matheus Schmitz , Daniel Fessler , Paul Smaldino , Goran Muric , Keith Burghardt

Counterspeech has gained attention as a strategy to reduce hate speech on social media. Although previous studies suggest that counterspeech can reduce hate speech, little is known about its effects on participation in online hate…

Computers and Society · Computer Science 2026-04-13 Daniel Hickey , Matheus Schmitz , Daniel M. T. Fessler , Paul E. Smaldino , Kristina Lerman , Goran Murić , Keith Burghardt

The peer-to-peer (P2P) economy relies on establishing trust in distributed networked systems, where the reliability of a user is assessed through digital peer-review processes that aggregate ratings into reputation scores. Here we present…

Physics and Society · Physics 2017-06-15 Giacomo Livan , Fabio Caccioli , Tomaso Aste

With current technology, a number of entities have access to user mobility traces at different levels of spatio-temporal granularity. At the same time, users frequently reveal their location through different means, including geo-tagged…

Cryptography and Security · Computer Science 2018-11-16 Apostolos Pyrgelis , Nicolas Kourtellis , Ilias Leontiadis , Joan Serrà , Claudio Soriente

Despite the considerable promise of Retrieval-Augmented Generation (RAG), many real-world use cases may create privacy concerns, where the purported utility of RAG-enabled insights comes at the risk of exposing private information to either…

Cryptography and Security · Computer Science 2026-04-20 Andreea-Elena Bodea , Stephen Meisenbacher , Florian Matthes

People are influenced by the choices of others, a phenomenon observed across contexts in the social and behavioral sciences. Social influence can lock in an initial popularity advantage of an option over a higher quality alternative. Yet…

Physics and Society · Physics 2024-08-09 Alexandros Gelastopoulos , Pantelis P. Analytis , Gaël Le Mens , Arnout van de Rijt
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