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To refine the resource delivering process and to satisfy the user experiences of logistics information portal, resources delivering algorithm and its framework under a cloud computing environment are proposed in this paper. The proposed algorithm analyzes the users' browsing actions and clusters user model U with the resources model T to personalize the information recommendations under a cloud computing environment. Finally, an experiment is carried out under a simulated logistics system based on a cloud computing environment. The result shows that efficiency and user satisfaction can be obviously improved.