Toward a Better Understanding of Emotional Dynamics on Facebook View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2018

AUTHORS

Fabiana Zollo , Borut Sluban , Igor Mozetič , Walter Quattrociocchi

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. More... »

PAGES

365-377

References to SciGraph publications

  • 2016-10. Homophily and polarization in the age of misinformation in THE EUROPEAN PHYSICAL JOURNAL SPECIAL TOPICS
  • 2010-06. When Corrections Fail: The Persistence of Political Misperceptions in POLITICAL BEHAVIOR
  • Book

    TITLE

    Complex Networks & Their Applications VI

    ISBN

    978-3-319-72149-1
    978-3-319-72150-7

    Identifiers

    URI

    http://scigraph.springernature.com/pub.10.1007/978-3-319-72150-7_30

    DOI

    http://dx.doi.org/10.1007/978-3-319-72150-7_30

    DIMENSIONS

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