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dc.contributor.authorHammer, Hugo Lewi
dc.contributor.authorRiegler, Michael Alexander
dc.contributor.authorØvrelid, Lilja
dc.contributor.authorVelldal, Erik
dc.date.accessioned2020-01-06T04:50:39Z
dc.date.accessioned2020-05-05T09:26:06Z
dc.date.available2020-01-06T04:50:39Z
dc.date.available2020-05-05T09:26:06Z
dc.date.issued2019-10-21
dc.identifier.citationHammer, Riegler, Øvrelid, Velldal: THREAT: A Large Annotated Corpus for Detection of Violent Threats. In: Gurrin CG, Jónsson BT, Peteri R. Proceedings of Content Based Multimedia Information (CBMI 2019), 2019. IEEE conference proceedings p. 1-5en
dc.identifier.isbn978-1-7281-4673-7
dc.identifier.issn1949-3991
dc.identifier.issn1949-3991
dc.identifier.issn1949-3983
dc.identifier.issn1949-3983
dc.identifier.urihttps://hdl.handle.net/10642/8506
dc.description.abstractUnderstanding, detecting, moderating and in extreme cases deleting hateful comments in online discussions and social media are well-known challenges. In this paper we present a dataset consisting of a total of around 30000 sentences from around 10000 YouTube comments. Each sentence is manually annotated as either being a violent threat or not. Violent threats is the most extreme form of hateful communication and is of particular importance from an online radicalization and national security perspective. This is the first publicly available dataset with such an annotation. The dataset can further be useful to develop automatic moderation tools or may even be useful from a social science perspective for analyzing the characteristics of online threats and how hateful discussions evolve.en
dc.language.isoenen
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en
dc.relation.ispartofseriesInternational Workshop on Content-Based Multimedia Indexing, CBMI;2019 International Conference on Content-Based Multimedia Indexing (CBMI)
dc.rights© 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.en
dc.subjectNational securityen
dc.subjectPublicly available datasetsen
dc.subjectSocial mediasen
dc.subjectThreat detectionsen
dc.subjectViolent threatsen
dc.titleTHREAT: A Large Annotated Corpus for Detection of Violent Threatsen
dc.typeConference objecten
dc.date.updated2020-01-06T04:50:39Z
dc.description.versionacceptedVersionen
dc.identifier.cristin1755440
dc.source.isbn978-1-7281-4673-7


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