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frutik / awesome-search

Awesome Search - this is all about the (e-commerce, but not only) search and its awesomeness
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content pre-processing sandbox #4

Open frutik opened 4 years ago

frutik commented 4 years ago

Detecting Image Duplicates at OLX Scale

Perceptual Hashes

https://zentity.io/

deduplication

Determining compatibility

Knowledge graphs applied in the retail industry

The Ecommerce Knowledge Graph - Semantics3 Labs

frutik commented 4 years ago

Product Matching in eCommerce using deep learning

Walmart.com is a marketplace with hundreds of millions of products and thousands of sellers. Given a seller who wishes to set up a new product offer on Walmart.com, we need to determine whether we already carry this product in our catalog. If we don’t make that determination then when a user searches for that product on our website, they may end up seeing duplicates in their search results which is not a desirable user experience. So we need to form groups of identical items sold by different sellers as below.

frutik commented 4 years ago

Categorizing Products at Scale

https://engineering.shopify.com/blogs/engineering/categorizing-products-at-scale

With over 1M business owners now on Shopify, there are billions of products being created and sold across the platform. Just like those business owners, the products that they sell are extremely diverse! Even when selling similar products, they tend to describe products very differently. One may describe their sock product as a “woolen long sock,” whereas another may have a similar sock product described as a “blue striped long sock.”

How can we identify similar products, and why is that even useful?