物流科技 2022 年第 5 期 Logistics Sci-Tech , 2022 的作用机制将成为未来研究方向。 tion and information countermeasures, with“human resources- 关键词:物流企业;资源配置;CiteSpace 可视化;综述 supply chain/alliance -smart logistics/multimodal transport” as 研究 the evolution path, and the direction of future research will be 中图分类号:F252 文献标识码:A the mechanism of artificial intelligence on resource allocation, DOI:.1002- profitability, service level and operating cost of logistics enter- Abstract: The process of resource integration of logistics enter- prises under the background of industrial clusters. prises has been accelerated by information technology, but the Key words: logistics enterprises; resource allocation; CiteS- unreasonable phenomenon of resource allocation of logistics en- pace visualization; overview research 0 引 言 物流业是推动经济全球化的关键服务业,是国民经济的中流砥柱。物流业部分产品无法实现价值补偿、基础设施区域差异 大、制度性成本居高不下等问题对物流业发展形成制约[1-2]。2020 年我国物流业总额迈上 300 亿新台阶,物流业总收入 万 亿元,社会物流总费用下降到 %,“十四五规划 《纲要》”多措并举提振内需,民生物流持续发力,孕育国内强大物流市 场。信息技