Aplicação de Aprendizado de Máquina para Classificação de Produtos no Processo de e-procurement

Abstract

Currently, the quotation and/or planning systems shoppingfrom most companies, which are classified as e-procurement, itdoes not follow a standardization. Many work with free writingbecause it is very difficult to establish all items and possiblecombinations of these items in one list, to be selected by thebuyer and associated with vendor description. Although thereare codes like CNAE (National Classification of EconomicActivities) and the NCM (Mercosur Common Number), a fewcompanies use them to characterize the products. work is done.manually most of the time, which makes the percentage oferrors large, and the inconsistency between the orders is alsohigh. Therefore, it is necessary to automate the process, tomake the match between the requested products by thecustomer and those offered by the most assertive suppliers.