Please use this identifier to cite or link to this item:
https://hdl.handle.net/20.500.14279/16015
Title: | Understanding the Incel Community on YouTube | Authors: | Papadamou, Kostantinos Zannettou, Savvas Blackburn, Jeremy De Cristofaro, Emiliano Stringhini, Gianluca Sirivianos, Michael |
Major Field of Science: | Engineering and Technology | Field Category: | Electrical Engineering - Electronic Engineering - Information Engineering | Keywords: | Computer Science;Computers and Society; Computer Science - Computers and Society | Issue Date: | 22-Jan-2020 | Link: | https://arxiv.org/abs/2001.08293 | Project: | EnhaNcing seCurity And privacy in the Social wEb: a user centered approach for the protection of minors | Abstract: | YouTube is by far the largest host of user-generated video content worldwide. Alas, the platform also hosts inappropriate, toxic, and/or hateful content. One community that has come into the spotlight for sharing and publishing hateful content are the so-called Involuntary Celibates (Incels), a loosely defined movement ostensibly focusing on men's issues, who have often been linked to misogynistic views. In this paper, we set out to analyze the Incel community on YouTube. We collect videos shared on Incel-related communities within Reddit, and perform a data-driven characterization of the content posted on YouTube along several axes. Among other things, we find that the Incel community on YouTube is growing rapidly, that they post a substantial number of negative comments, and that they discuss a broad range of topics ranging from ideology, e.g., around the Men Going Their Own Way movement, to discussions filled with racism and/or misogyny. Finally, we quantify the probability that a user will encounter an Incel-related video by virtue of YouTube's recommendation algorithm. Within five hops when starting from a non-Incel-related video, this probability is 1 in 5, which is alarmingly high given the toxicity of said content. | URI: | https://hdl.handle.net/20.500.14279/16015 | Type: | Report | Affiliation : | Cyprus University of Technology University College London Boston University |
Publication Type: | Peer Reviewed |
Appears in Collections: | Εκθέσεις/Reports |
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File | Description | Size | Format | |
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2001.08293.pdf | 1.55 MB | Adobe PDF | View/Open |
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