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Content Moderation Folk Theories and Perceptions of Platform Spirit among Marginalized Social Media Users

dc.contributor.authorMayworm, Samuel
dc.contributor.authorDeVito, Michael Ann
dc.contributor.authorDelmonaco, Daniel
dc.contributor.authorThach, Hibby
dc.contributor.authorHaimson, Oliver L.
dc.date.accessioned2024-05-08T19:54:27Z
dc.date.available2024-05-08T19:54:27Z
dc.date.issued2024-03-23
dc.identifier.citationACM Transactions on Social Computing, Volume 7, Issue 1, Article No.: 1, pp 1–27en_US
dc.identifier.urihttps://hdl.handle.net/2027.42/193110en
dc.description.abstractSocial media users create folk theories to help explain how elements of social media operate. Marginalized social media users face disproportionate content moderation and removal on social media platforms. We conducted a qualitative interview study (n = 24) to understand how marginalized social media users may create folk theories in response to content moderation and their perceptions of platforms’ spirit, and how these theories may relate to their marginalized identities. We found that marginalized social media users develop folk theories informed by their perceptions of platforms’ spirit to explain instances where their content was moderated in ways that violate their perceptions of how content moderation should work in practice. These folk theories typically address content being removed despite not violating community guidelines, along with bias against marginalized users embedded in guidelines. We provide implications for platforms, such as using marginalized users’ folk theories as tools to identify elements of platform moderation systems that function incorrectly and disproportionately impact marginalized users.en_US
dc.description.sponsorshipNational Science Foundationen_US
dc.language.isoen_USen_US
dc.publisherACMen_US
dc.subjectalgorithmen_US
dc.subjectalgorithmic content moderationen_US
dc.subjectcontent moderationen_US
dc.subjectfolk theoriesen_US
dc.subjectplatform spiriten_US
dc.subjectsocial mediaen_US
dc.subjectmarginalizationen_US
dc.subjectmarginalized identityen_US
dc.titleContent Moderation Folk Theories and Perceptions of Platform Spirit among Marginalized Social Media Usersen_US
dc.typeArticleen_US
dc.subject.hlbsecondlevelInformation Science
dc.subject.hlbtoplevelSocial Sciences
dc.description.peerreviewedPeer Revieweden_US
dc.contributor.affiliationumInformation, School ofen_US
dc.contributor.affiliationotherNortheastern Universityen_US
dc.contributor.affiliationumcampusAnn Arboren_US
dc.description.bitstreamurlhttp://deepblue.lib.umich.edu/bitstream/2027.42/193110/1/3632741.pdf
dc.identifier.doi10.1145/3632741
dc.identifier.doihttps://dx.doi.org/10.7302/22755
dc.identifier.sourceACM Transactions on Social Computingen_US
dc.description.mappingc4321027-eaa6-44f5-a298-a6880ec181d5en_US
dc.identifier.orcid0000-0001-6552-4540en_US
dc.description.filedescriptionDescription of 3632741.pdf : Main article
dc.description.depositorSELFen_US
dc.identifier.name-orcidHaimson, Oliver; 0000-0001-6552-4540en_US
dc.working.doi10.7302/22755en_US
dc.owningcollnameInformation, School of (SI)


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