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designer bags cyber monday was founded with the intention of helping people worldwide discover their unique heritage To Spot Fake Online Reviews, Target the Reviewers
Finding a Way to Ferret Out Fake Reviews
Opt In to the Review Monthly Email Update.
The Federal Trade Commission and other regulators are investigating this market, and the firms involved have started to take it more seriously as well. In July Amazon sued administrators of more than 10,000 of the Facebook groups. Facebook removed one of the groups that had more than 43,000 members earlier in 2022.
Today, detecting fake reviews mainly relies on machine learning to analyze the reviews themselves - ratings, votes from shoppers who have found the reviews helpful, and the language of the text. The problem is that these algorithms have to be trained on reviews that have already been identified as fake. The algorithms are also relatively easy to deceive with fake reviews that are indistinguishable from real ones.
Just How Accurate Is the Model at Identifying Fake Reviews?
The authors built on their earlier study of fake-review marketplaces. They gathered data from the Facebook groups from a random sample of 1,500 products that solicited fake Amazon reviews, collecting ratings, helpful votes and the text and photos in the reviews. They also pulled together similar information from more than 2,700 competing products that don't show up in the fake-review markets.
The test suggests that Amazon could run a similar analysis to see what products cluster in the same way, Hollenbeck says in an email. "If so, it would be reasonable to suspect that cluster contains fake review buyers."
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