get paid for amazon review videos One feature of these markets is that a relatively small number of sellers and reviewers participate so that products with phony ratings tend to rely heavily on the same reviewers. By zeroing in on this limited product-reviewer network, the new paper suggests, online platforms can more easily identify fake reviews than the methods that analyze the text, images, metadata and other features. What's more, it can't be easily evaded by efforts to make fake reviews seem more realistic.
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.
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