Design of an international trade target supplier evaluation system based on CART algorithm

Article type: Research Article

Authors: Liu, Rui

Affiliations: Ganzhou Normal College, Ganzhou, Jiangxi, China | E-mail: lrls123456789@163.com

Correspondence: [*] Corresponding author: Ganzhou Normal College, Ganzhou, Jiangxi, China. E-mail: lrls123456789@163.com.

Abstract: International trade, as an important component of economic exchange between countries, is of great significance for the economic development of each country and international cooperation. In international trade, the selection and evaluation of suppliers has always been a key issue. To ensure the smooth progress of trade and the controllability of quality, it is necessary to establish a target supplier evaluation system. This article used the CART (Classification and Regression Tree) algorithm to help identify and analyze the impact of key factors on supplier evaluation and classify and evaluate suppliers. The international trade target supplier evaluation system based on the CART algorithm was also constructed, and its performance was tested in the experimental section and compared with the international trade target supplier evaluation system based on traditional algorithms. According to the experimental results, it can be concluded that both the traditional algorithm and the CART algorithm performed well in terms of application effectiveness and system user satisfaction. In terms of application effectiveness, the average score of traditional algorithms was 4.3, with a rating range of 3.8 to 4.9, while the average score of the CART algorithm was 4.6, with a rating range of 4.2 to 5.0. The satisfaction rating of system users on the CART algorithm was slightly higher than that of traditional algorithms, indicating that the CART algorithm has better application effectiveness and user satisfaction in the design of international trade target supplier evaluation systems. The design of an international trade target supplier evaluation system based on the CART algorithm can also help enterprises reduce trade risks and improve the stability and reliability of the supply chain. It has important practical significance and application value for further promoting the development of international trade.

Keywords: Supplier evaluation system, CART algorithm, international trade, procurement efficiency, supply chain

DOI: 10.3233/IDT-230246

Journal: Intelligent Decision Technologies, vol. 18, no. 3, pp. 2439-2454, 2024