How does product Matching Work
The UPC, GTIN, and other identifiers on the product page are searched. The product title needs to get compared. Two product titles can never be the same in various stores for the same product. Deep learning techniques are used for identifying the recognizing the similarities, learning the differences, and creating word-level embedding to develop a system of representation for common words. It consists of teaching the system to identify different references and come up with a unique representation for each entity. 1. Identification: A product is identified using the title, description, images, specifications, attributes, etc. In some cases, the product title alone will offer a lot of information. The product matching system needs to learn to sort the product name from the specifications. For example, Samsung Galaxy Note 8 is the phone model and title offer additional information such as US version, memory size, factory unlocked refurbished, etc. 2. Extr...