Using perceptual hashing, or pHashing, they ran an algorithm through these image databases to detect visually similar memes. They also downloaded more than 700,000 images from. The researchers gathered a database of more than 100 million images from online communities known to generate lots of memes, including Reddit, Twitter, 4chan, and Gab. They’re not the first to think deeply and academically about the meme ecosystem, but the patterns they found also bolster what we already knew about memes: that based on sheer size and spread of these communities, you’re probably sharing images that were made to be distributed in toxic communities. “Considering the increasing relevance of digital information on world events, our study provides a building block for future cultural anthropology work, as well as for building systems to protect against the dissemination of harmful ideologies,” they added.
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