activity
20232026
most citedToxic Bias: Perspective API Misreads German as More Toxic

7 citations · 11 across the 9 of their papers we have counts for

collaborators

9 papers

cs.SI2026

"If It Looks Like a User": Measuring Real-Time Moderation Effects via Social Media Simulation

Enrico Verdolotti, Gianluca Nogara, Luca Luceri +1

Agent-based social media simulators offer a controlled environment to study content moderation, yet their value hinges on how faithfully they reproduce real platform dynamics. We d…

cs.SI2026★ 2 cited

Predicting, Evaluating, and Explaining Top Misinformation Spreaders via Archetypal User Behavior

Enrico Verdolotti, Luca Luceri, Silvia Giordano

The spread of misinformation on social networks poses a significant challenge to online communities and society at large. Not all users contribute equally to this phenomenon: a sma…

cs.SI2025

A longitudinal analysis of misinformation, polarization and toxicity on Bluesky after its public launch

Gianluca Nogara, Erfan Samieyan Sahneh, Matthew R. DeVerna +5

Bluesky is a decentralized, Twitter-like social media platform that has rapidly gained popularity. Following an invite-only phase, it officially opened to the public on February 6t…

cs.SI2025★ 1 cited

Audit of takedown delays across social media reveals failure to reduce exposure to illegal content

Bao Tran Truong, Sangyeon Kim, Gianluca Nogara +7

Illegal content on social media poses significant societal harm and necessitates timely removal. However, the impact of the speed of content removal on prevalence, reach, and expos…

cs.SI2024★ 1 cited

The Dawn of Decentralized Social Media: An Exploration of Bluesky's Public Opening

Erfan Samieyan Sahneh, Gianluca Nogara, Matthew R. DeVerna +5

Bluesky is a Twitter-like decentralized social media platform that has recently grown in popularity. After an invite-only period, it opened to the public worldwide on February 6th,…

cs.SI2024

Misinformation and Polarization around COVID-19 vaccines in France, Germany, and Italy

Gianluca Nogara, Francesco Pierri, Stefano Cresci +2

The kick-off of vaccination campaigns in Europe, starting in late December 2020, has been followed by the online spread of controversies and conspiracies surrounding vaccine validi…

cs.SI2023★ 7 cited

Toxic Bias: Perspective API Misreads German as More Toxic

Gianluca Nogara, Francesco Pierri, Stefano Cresci +3

Proprietary public APIs play a crucial and growing role as research tools among social scientists. Among such APIs, Google's machine learning-based Perspective API is extensively u…

cs.SI2023

Dynamics of toxic behavior in the Covid-19 vaccination debate

Azza Bouleimen, Nicolò Pagan, Stefano Cresci +2

In this paper, we study the behavior of users on Online Social Networks in the context of Covid-19 vaccines in Italy. We identify two main polarized communities: Provax and Novax.…

cs.SI2023

User's Reaction Patterns in Online Social Network Communities

Azza Bouleimen, Nicolò Pagan, Stefano Cresci +3

Several one-fits-all intervention policies were introduced by the Online Social Networks (OSNs) platforms to mitigate potential harms. Nevertheless, some studies showed the limited…