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“Customers who bought this also bought this”, you might have seen this when shopping on Amazon. How do you think this works? |
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Answer» E-commerce giant Amazon uses a concept called collaborative filtering to achieve this. Collaborative filtering is a process of comparing the users with similar shopping behavior in order to suggest products to other users with similar shopping behavior. The engine makes predictions of what might interest a user based on the preferences of other users, and all it has is DATA. The data it contains INCLUDE users browsing history, recently ordered products, wishlisted products, etc. For example, a sales record shows that a certain number of people who buy a phone ALSO buy tempered glass ALONG with them. So if next time a user buys a smartphone, he will receive a recommendation to buy a tempered glass as WELL. |
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