Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386790239> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W4386790239 endingPage "94" @default.
- W4386790239 startingPage "85" @default.
- W4386790239 abstract "Harmful and toxic speech contribute to an unwelcoming online environment that suppresses participation and conversation. Efforts have focused on detecting and mitigating harmful speech; however, the mechanisms by which toxicity degrades online discussions are not well understood. This paper makes two contributions. First, to comprehensively model harmful comments, we introduce a multilingual misogyny and sexist speech detection model ( https://huggingface.co/annahaz/xlm-roberta-base-misogyny-sexism-indomain-mix-bal ). Second, we model the complex dynamics of online discussions as feedback loops in which harmful comments lead to negative emotions which prompt even more harmful comments. To quantify the feedback loops, we use a combination of mutual Granger causality and regression to analyze discussions on two political forums on Reddit: the moderated political forum r/Politics and the moderated neutral political forum r/NeutralPolitics. Our results suggest that harmful comments and negative emotions create self-reinforcing feedback loops in forums. Contrarily, moderation with neutral discussion appears to tip interactions into self-extinguishing feedback loops that reduce harmful speech and negative emotions. Our study sheds more light on the complex dynamics of harmful speech and the role of moderation and neutral discussion in mitigating these dynamics." @default.
- W4386790239 created "2023-09-16" @default.
- W4386790239 creator A5000874697 @default.
- W4386790239 creator A5031480329 @default.
- W4386790239 creator A5049634383 @default.
- W4386790239 date "2023-01-01" @default.
- W4386790239 modified "2023-09-27" @default.
- W4386790239 title "Feedback Loops and Complex Dynamics of Harmful Speech in Online Discussions" @default.
- W4386790239 cites W1968380849 @default.
- W4386790239 cites W2473555522 @default.
- W4386790239 cites W2740471031 @default.
- W4386790239 cites W2796646590 @default.
- W4386790239 cites W2888813371 @default.
- W4386790239 cites W2906979176 @default.
- W4386790239 cites W2943933925 @default.
- W4386790239 cites W3002330681 @default.
- W4386790239 cites W3034323190 @default.
- W4386790239 cites W3035390927 @default.
- W4386790239 cites W3154048149 @default.
- W4386790239 cites W4287855069 @default.
- W4386790239 cites W4319594275 @default.
- W4386790239 cites W4360955727 @default.
- W4386790239 doi "https://doi.org/10.1007/978-3-031-43129-6_9" @default.
- W4386790239 hasPublicationYear "2023" @default.
- W4386790239 type Work @default.
- W4386790239 citedByCount "0" @default.
- W4386790239 crossrefType "book-chapter" @default.
- W4386790239 hasAuthorship W4386790239A5000874697 @default.
- W4386790239 hasAuthorship W4386790239A5031480329 @default.
- W4386790239 hasAuthorship W4386790239A5049634383 @default.
- W4386790239 hasConcept C121332964 @default.
- W4386790239 hasConcept C145912823 @default.
- W4386790239 hasConcept C15744967 @default.
- W4386790239 hasConcept C17744445 @default.
- W4386790239 hasConcept C19417346 @default.
- W4386790239 hasConcept C199539241 @default.
- W4386790239 hasConcept C2777200299 @default.
- W4386790239 hasConcept C41008148 @default.
- W4386790239 hasConcept C46312422 @default.
- W4386790239 hasConcept C62520636 @default.
- W4386790239 hasConcept C64357122 @default.
- W4386790239 hasConcept C77805123 @default.
- W4386790239 hasConcept C93225998 @default.
- W4386790239 hasConcept C94625758 @default.
- W4386790239 hasConceptScore W4386790239C121332964 @default.
- W4386790239 hasConceptScore W4386790239C145912823 @default.
- W4386790239 hasConceptScore W4386790239C15744967 @default.
- W4386790239 hasConceptScore W4386790239C17744445 @default.
- W4386790239 hasConceptScore W4386790239C19417346 @default.
- W4386790239 hasConceptScore W4386790239C199539241 @default.
- W4386790239 hasConceptScore W4386790239C2777200299 @default.
- W4386790239 hasConceptScore W4386790239C41008148 @default.
- W4386790239 hasConceptScore W4386790239C46312422 @default.
- W4386790239 hasConceptScore W4386790239C62520636 @default.
- W4386790239 hasConceptScore W4386790239C64357122 @default.
- W4386790239 hasConceptScore W4386790239C77805123 @default.
- W4386790239 hasConceptScore W4386790239C93225998 @default.
- W4386790239 hasConceptScore W4386790239C94625758 @default.
- W4386790239 hasLocation W43867902391 @default.
- W4386790239 hasOpenAccess W4386790239 @default.
- W4386790239 hasPrimaryLocation W43867902391 @default.
- W4386790239 hasRelatedWork W1972003237 @default.
- W4386790239 hasRelatedWork W1976516398 @default.
- W4386790239 hasRelatedWork W1991270174 @default.
- W4386790239 hasRelatedWork W2038868688 @default.
- W4386790239 hasRelatedWork W2608340150 @default.
- W4386790239 hasRelatedWork W2748952813 @default.
- W4386790239 hasRelatedWork W2899084033 @default.
- W4386790239 hasRelatedWork W3042749926 @default.
- W4386790239 hasRelatedWork W3093893337 @default.
- W4386790239 hasRelatedWork W4244915563 @default.
- W4386790239 isParatext "false" @default.
- W4386790239 isRetracted "false" @default.
- W4386790239 workType "book-chapter" @default.