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- 2022-06-20 03:14:08
Automatic products categorisation with machine learning
A common problem in large online stores is the need for a product to be present in several categories. With staff turnover, it takes a long time for new employees to study the entire category structure of hundreds of categories. The lack of a product in the right categories reduces the likelihood that it will be noticed by the consumer and purchased. My client's site has over 450 categories and often employees do not add products where they should or do not add them in enough categories. That's why I developed an automatic categorization of products for his online store with the help of machine learning. The system is self-learning, training a model loading the descriptions of all products of all categories and is easy to integrate. When an employee writes the product description, he is automatically offered categories in which to add it. He can remove one or add more. The categories have a written probability of coincidence - the higher the higher the categorization. If you are interested, I can send a link to test the automatic categorization.
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- 2022-11-30 02:37:17
How automatic product categorisation by product description with AI can help my e-commerce business
As an e-commerce business, product categorisation can often be a tedious and time-consuming task. With the rapid advancement of technology, however, artificial intelligence (AI) can now help to automate product categorisation by automatically analysing product descriptions. AI-powered product categorisation can save time and money by reducing the amount of manual labour required to categorise products. This automated process can also provide more accurate and consistent product categorisation which can help to improve the user experience and increase customer satisfaction. AI can also help to improve the accuracy of product categorisation by suggesting more accurate categories based on the product description. This can help customers find the product they are looking for more quickly and easily. Additionally, AI-powered product categorisation can help to identify products that are not currently categorised, enabling e-commerce businesses to make more informed decisions about their product offerings. Overall, AI-powered product categorisation can be a powerful tool for e-commerce businesses. By automating the product categorisation process, businesses can save time and money, improve the accuracy of their product categorisation, and identify new products that can help to increase revenue. With AI, e-commerce businesses can ensure that their product offerings are optimised for the best user experience possible.
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