Research on the Transformation and Upgrading Path of Qingdao's Logistics Industry in the Context of Artificial Intelligence
The transformation and upgrading of the logistics industry from the perspective of artificial intelligence is an inevitable choice to strengthen Qingdao's position as a logistics center city.The development of smart logistics is of great significance for improving logistics efficiency,promoting industrial upgrading,and addressing population aging.At present,the logistics industry in Qingdao still faces problems such as a shortage of intelligent logistics talents and high initial investment in equipment.The development of intelligent devices,application of advanced technologies,introduction and cultivation of professional talents,policy support and innovation incentives are effective paths for the transformation and upgrading of Qingdao's logistics industry.In the future,research on smart logistics can shift towards promoting supply chain collaboration and visual management
traditional logisticssmart logisticstransformation and upgradinginformation technology
NETL
NSTL
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