To categorize the products and to correctly describe the high-quality descriptions for the items is a real problem in the field of e-commerce. It means that if a person is searching for a specific product on our website, it is difficult for us to show such products to the customers which are according to their desires and needs. In order to find out the possible solution to this problem, we should use corresponding descriptive information in each product. Therefore, we can say that the importance of the rich categorization of the products is essential for us. For this reason,