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Cloud computing represents the future direction of IT industry, which will lead the profound changes of information technology construction and IT application in other industries. In the business world, chain operation is developing rapidly, and has achieved worldwide success. This article analyses characteristics and inadequacy of logistic information construction for current chain enterprises, discusses development direction of fourth-party logistics construction for chain enterprise based on the perspective of cloud computing application, then especially analyses how to use cloud services to accomplish goods distribution path planning calculation and establish goods distribution strategy of chain enterprises based on fourth-party logistics, and finally the flow charts of UML models are given. This paper is with great significance in guiding the fourth-party logistics construction of chain enterprises based on cloud computing.