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15 Amazon has escaped the scrutiny of its peers. But the same social-network effects that enable misinformation also increasingly distort online commerce. Social media has accelerated the practice of online reviewing because of its power to bring together groups of people who gather for a specific purpose, such as rating Uber drivers.
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To get some perspective, we spoke with Bing Liu, a professor in the department of computer science at the University of Illinois at Chicago, whose focuses include sentiment analysis, opinion mining, and lifelong machine learning. He has written textbooks on the subjects. We wanted to know his opinion on whether it is possible for a program or group of programs to evaluate reviews and correctly determine their validity. Liu’s thoughts:
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See How We Test Tablets World's 50 Greatest Leaders Company Amazon reported $2.19 billion in “Other” revenue — which is predominantly ad sales — in the second quarter, up 129% from the year before. That increase is a little misleading, as an accounting change at the beginning of the year meant that Amazon reports gross ad revenue instead of net; investor-relations executive Dave Fildes disclosed that the change inflated the figure by $640 million. Still, that would mean revenue of more than $1.5 billion, when Amazon recorded less than a billion dollars in the same quarter a year ago.
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Updated Privacy Notice Go to the product detail page for the item on Amazon.com. $29.99 Around the same time, Amazon began courting foreign sellers to sell products directly on its site. The move drastically worsened the problem of scamming, experts say, because competing on price and padding reviews were a way for Chinese manufacturers to go up against entrenched brands that are well known to American consumers.
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The engine adjusts based on the prevailing patterns used by proven fake reviewers and their reviews, so while there is some base criteria, we’re able to use artificial intelligence to keep ahead of the imposters. Every fake reviewer has patterns. And the more data we collect via analyses completed, the more our engine is able to adapt and learn. The secret sauce is not only in the engine but the ability to run the data in the quickest amount of time possible; ensuring swift delivery of an accurate product.
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