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Toward a Better Understanding of Emotional Dynamics on Facebook

  • 2018
  • OriginalPaper
  • Chapter
Published in:
Authors
Fabiana Zollo
Borut Sluban
Igor Mozetič
Walter Quattrociocchi
Published in
Complex Networks & Their Applications VI
Publisher
Springer International Publishing

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Abstract

On online social media users tend to aggregate in echo chambers, where they shape and reinforce their worldview by discussing and interacting with like-minded people. Such a scenario fosters misinformation spreading, which may influence public opinion. To determine the main factors behind narratives’ emergence, characterizing polarization dynamics and users’ emotional response to social contents is, thus, crucial. In this paper, we address such a challenge by looking at two different and contrasting narratives, science and conspiracy. We introduce a new metric, the bipolarity, and show how it can help in finding non-trivial proxies of the debate’s polarization. Our approach may provide interesting insights for a better understanding of both emotional and polarization dynamics on online social media.

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previous chapter Modeling Peer Influence in Time-Varying Networks
next chapter Ranking in Dynamic Graphs Using Exponential Centrality
Title
Toward a Better Understanding of Emotional Dynamics on Facebook
Authors
Fabiana Zollo
Borut Sluban
Igor Mozetič
Walter Quattrociocchi
Copyright Year
2018
Book
Complex Networks & Their Applications VI

Print ISBN: 978-3-319-72149-1

Electronic ISBN: 978-3-319-72150-7

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-3-319-72150-7_30
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