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PopRank: Ranking pages' impact and users' engagement on Facebook
Andrea Zaccaria, Michela del Vicario, Walter Quattrociocchi +2
Users online tend to acquire information adhering to their system of beliefs and to ignore dissenting information. Such dynamics might affect page popularity. In this paper we intr…
Polarization Rank: A Study on European News Consumption on Facebook
Ana Lucía Schmidt, Fabiana Zollo, Antonio Scala +1
The advent of WWW changed the way we can produce and access information. Recent studies showed that users tend to select information that is consistent with their system of beliefs…
Polarization and Fake News: Early Warning of Potential Misinformation Targets
Michela Del Vicario, Walter Quattrociocchi, Antonio Scala +1
Users polarization and confirmation bias play a key role in misinformation spreading on online social media. Our aim is to use this information to determine in advance potential ta…
Polarization of the Vaccination Debate on Facebook
Ana Lucia Schmidt, Fabiana Zollo, Antonio Scala +2
Vaccine hesitancy has been recognized as a major global health threat. Having access to any type of information in social media has been suggested as a potential powerful influence…