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20222025
most citedCharacterizing Engagement Dynamics across Topics on Facebook

21 citations · 30 across the 6 of their papers we have counts for

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5 papers · 1 filter

cs.SI2025

Patterns, Models, and Challenges in Online Social Media: A Survey

Niccolò Di Marco, Anita Bonetti, Edoardo Di Martino +10

The rise of digital platforms has enabled the large scale observation of individual and collective behavior through high resolution interaction data. This development has opened ne…

cs.SI2024★ 9 cited

Ideology and polarization set the agenda on social media

Edoardo Loru, Alessandro Galeazzi, Anita Bonetti +6

The abundance of information on social media has reshaped public discussions, shifting attention to the mechanisms that drive online discourse. This study analyzes large-scale Twit…

cs.SI2024

Evaluating the effect of viral news on social media engagement

Emanuele Sangiorgio, Niccolò Di Marco, Gabriele Etta +3

This study examines Facebook and YouTube content from over a thousand news outlets in four European languages from 2018 to 2023, using a Bayesian structural time-series model to ev…

cs.SI2024

Followers do not dictate the virality of news outlets on social media

Emanuele Sangiorgio, Matteo Cinelli, Roy Cerqueti +1

Initially conceived for entertainment, social media platforms have profoundly transformed the dissemination of information and consequently reshaped the dynamics of agenda-setting.…

cs.SI2022★ 21 cited

Characterizing Engagement Dynamics across Topics on Facebook

Gabriele Etta, Emanuele Sangiorgio, Niccolò Di Marco +4

Social media platforms heavily changed how users consume and digest information and, thus, how the popularity of topics evolves. In this paper, we explore the interplay between the…