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时空语义数字底板技术研究及其在物流领域的应用

Research on Spatio-temporal Semantic Digital Baseplate Technology and Its Application in Logistics Field

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随着数字孪生在各行各业的推进,传统的数字底板已经不能满足更加智能的时空还原和推演需求.提出了时空语义数字底板的概念,结合物流的应用场景,阐述了时空语义数字底板的功能框架和分层模块功能,从数据和知识双轮驱动的角度,构建了数据驱动画像和空间语义知识图谱,并对地址切分和融合技术、时空语义知识图谱等关键技术进行了分析.最后,介绍了时空语义数字底板在智慧物流中的应用,展示了其时空还原和时空推演的能力.
With the advancement of digital twin in different fields,the traditional digital baseplate can no longer meet the more intelligent needs of spatio-temporal reduction and deduction.In this paper,the concept of spatio-temporal semantic digital baseplate(STSDB)is proposed,and its overall architecture and each module function are illustrated with a real scenario of logistics.Driven by data and knowledge,the data-driven portrait and spatio-tempord semantic?knonledge groph are constructed,and the key technologies such as address segmentation and fusion and spatio-temporal semantic knowledge graph are analyzed.Finally,this paper briefly introduces the application of STSDB in smart logistics,and shows its abilities of spatio-temporal restoration and spatio-temporal deduction.

spatio-temporal semanticknowledge graphdigital baseplatedigital twinspatio-temporal deductionlogistics field

苗圣法、吴昊洋、高超、王瑞通、胡达、邹晶、单培、梁云

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云南大学

常州市公安局

丰图科技(深圳)有限公司

星环信息科技(上海)股份有限公司

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时空语义 知识图谱 数字底板 数字孪生 时空推演 物流领域

云南省科技重大专项

202302AD080006

2024

信息技术与标准化
中国电子技术标准化研究所

信息技术与标准化

影响因子:0.219
ISSN:1671-539X
年,卷(期):2024.(5)
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