Construction of Enterprise Business Management Analysis Framework

This article is a research paper that discusses the construction of an enterprise business management analysis framework utilizing big data technology. It outlines the challenges faced by traditional enterprise management, which relies heavily on human resources and is often inefficient due to subjective factors. The paper presents a system designed to enhance management efficiency across various domains, including production, sales, and finance. It details the implementation of an improved C4.5 algorithm, which has shown significant reductions in fuel consumption costs for a shipping company, thereby demonstrating its effectiveness in improving operational profits. The paper emphasizes the importance of integrating big data technology into enterprise management to facilitate better decision-making and operational optimization. Furthermore, it highlights the necessity for enterprises to develop technical capabilities and data management skills to maintain a competitive edge in the market. The research aims to provide a comprehensive theoretical and practical framework for business management based on big data.