Construction of Port Logistics Service Platform Based on Big Data

Abstract

With the mature application of Internet of Things, big data and cloud computing technologies in various industries, smart ports based on new technologies have emerged. This article aims to build a port logistics service platform based on big data, with a view to using the big data platform to increase the development speed of the port logistics industry and realize the informatization and modernization of the development of logistics information. This article takes a typical B logistics company in Port A as an example. Through a survey and analysis of B logistics companies, it is concluded that the operating income of B logistics companies has always shown an upward trend. In 2019, the operating income reached 2.01 billion yuan. By analyzing the company’s methods to enhance market competitiveness, combined with the actual situation of Port A, build a port logistics service platform based on big data. The research in this paper helps to improve the development speed of the port logistics industry, comprehensively improve the competitiveness of the port and the service level of the port, and realize the informatization and modernization of the development of logistics information.

Development and Application of Smart Logistics Management Service Platform Under Big Data Technology

“…(4) Result Prediction: Demand forecasting is performed on test samples, and the algorithm's accuracy is evaluated.Experimental results demonstrate that the algorithm achieves an accuracy of over 85%. Future improvements can be made by expanding the sample dataset to enhance forecasting capabilities [10] .…”