Anatomy of Online Hate: Developing a Taxonomy and Machine Learning Models for Identifying and Classifying Hate in Online News Media

Salminen, Joni; Almerekhi, Hind; Milenković, Milica; Jung, Soon-Gyo; An, Jisun; Kwak, Haewoon; J. Jansen, Bernard

doi:10.1609/icwsm.v12i1.15028

Public

Anatomy of Online Hate: Developing a Taxonomy and Machine Learning Models for Identifying and Classifying Hate in Online News Media

Shared by NobleBlocks on Jun 15, 2018 • 12:00 AM UTC

Authors:

Joni Salminen

Hind Almerekhi

Milica Milenković

Abstract

Online social media platforms generally attempt to mitigate hateful expressions, as these comments can be detrimental to the health of the community. However, automatically identifying hateful comments can be challenging. We manually label 5,143 hateful expressions posted to YouTube and Facebook vid...

Subject

Computer science

Artificial intelligence

Machine learning

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