Effects of Forum Participation on Incel Identity Salience: A Computational Analysis

dc.contributor.authorPeltola, Leo
dc.contributor.departmentfi=Sosiaalitieteiden laitos|en=Department of Social Research|
dc.contributor.facultyfi=Yhteiskuntatieteellinen tiedekunta|en=Faculty of Social Sciences|
dc.contributor.studysubjectfi=Sosiaalitieteet|en=Social Research|
dc.date.accessioned2024-06-11T21:30:39Z
dc.date.available2024-06-11T21:30:39Z
dc.date.issued2024-06-03
dc.description.abstractInvoluntary celibates, better known as incels, are a group of men dissatisfied with their lack of romantic and intimate relationships. In this study, I seek to find out whether participation in a popular online forum incels.is strengthens users’ identities as incels. Using prototypical behavior as a proxy for identity salience, I analyzed a sample of one million posts from the forum using computational language analysis methods. Prototypical behavior was operationalized into three metrics: language toxicity, obsession with sex-related topics, and obsession with feminism. This study found a small negative correlation between incel forum participation and behavior prototypicality, suggesting forum participation may contribute to deradicalization.
dc.format.extent19
dc.identifier.olddbid195261
dc.identifier.oldhandle10024/178314
dc.identifier.urihttps://www.utupub.fi/handle/11111/2006
dc.identifier.urnURN:NBN:fi-fe2024061150118
dc.language.isoeng
dc.rightsfi=Julkaisu on tekijänoikeussäännösten alainen. Teosta voi lukea ja tulostaa henkilökohtaista käyttöä varten. Käyttö kaupallisiin tarkoituksiin on kielletty.|en=This publication is copyrighted. You may download, display and print it for Your own personal use. Commercial use is prohibited.|
dc.rights.accessrightsavoin
dc.source.identifierhttps://www.utupub.fi/handle/10024/178314
dc.subjectincel,manosphere,social identity,computational social sciences
dc.titleEffects of Forum Participation on Incel Identity Salience: A Computational Analysis
dc.type.ontasotfi=Kandidaatintutkielma|en=Bachelor's thesis|

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