ỨNG DỤNG PHÂN TÍCH DỮ LIỆU CỦA HỌC MÁY ĐỂ LỰA CHỌN, ĐÁNH GIÁ NHÀ CUNG CẤP TRONG HỆ THỐNG THÔNG TIN QUẢN LÝ CHUỖI CUNG ỨNG

Abstract

The supplier selection process is one of the important decision-making tasks of managers. The supplier selection process is often integrated in the supply chain management information system to help businesses make the final choices for a list of the most suitable suppliers for them. In today's competitive market conditions, businesses always have to find ways to optimize input costs to achieve the most competitive output products. The construction, selection, management and development of a supplier portfolio are also one of the factors that help businesses achieve their goals. The application of science and technology, especially machine learning in the supply chain information system, will assist managers to make the right choices which are based on the data science collected in the system. That also makes transparent the supplier selection process in the supply process of enterprises, creating competitiveness on product prices for businesses in the market.