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基于LDA和SNA的应急物流研究主题可视化研究OACSTPCD

Research on the Visualization of Emergency Logistics Research Topics Based on LDA and SNA

中文摘要英文摘要

应急物流是有效应对突发事件挑战、保障人民生命财产安全的"生命线"环节.以中国知网核心数据库文献为研究对象,首先基于隐含狄利克雷分析(LDA)主题模型挖掘国内应急物流研究主题.在此基础上,借助社会网络分析(SNA)工具厘清应急物流演化路径.研究结果表明:从研究主题来看,我国应急物流研究主要包括应急物流体系建设、应急物流模型和算法、应急物流管理,以及应急物资保障四大研究专题;从主题演化路径看,我国应急物流演化可大致分为三阶段:第一阶段是从 2003-2007 年的基础性研究;第二阶段从 2008-2017 年,以模型构建、算法求解与优化为主要研究内容;第三阶段从2018 年至今,聚焦重大突发事件背景下数字技术赋能应急物流的文献数量显著增加.研究有助于明晰应急物流的研究体系现状及其演进过程,为未来研究提供有益参考.

Emergency logistics is a lifeline link that effectively responds to incidents and challenges and en-sures the safety of people's lives and property.Taking CNKI's core database literature as the research object,we first explore the research topics of domestic emergency logistics based on the LDA theme model,and on this basis,clarifie the evolution path of emergency logistics with the help of social network analysis tools.The results show that from the perspective of research themes,China's emergency logistics research mainly includes four major research topics as emergency logistics system construction,emergency logistics model and algorithm,emergency logistics management,and emergency material support.From the perspective of theme evolution path,the evolution of e-mergency logistics in China can be roughly divided into three stages.The first stage is from 2003 to 2007 in regard to hasic research;the second stage is from 2008 to 2017,with model construction,algorithm solving and optimiza-tion as the main research contents.In the third phase,from 2018 to the present,the number of literatures focusing on digital technology-enabled emergency logistics in the context of major emergencies has increased significantly.This study is helpful to clarify the current status of the research system of emergency logistics and its evolution process,and provide useful reference for future research.

米俊;李超;王迪

山西财经大学 管理科学与工程学院,山西 太原 030006||山西财经大学 工商管理学院,山西 太原 030006山西财经大学 工商管理学院,山西 太原 030006山西财经大学 管理科学与工程学院,山西 太原 030006

环境科学

应急物流LDASNA主题挖掘演化路径可视化研究

emergency logisticsLDASNAtopic exploringevolution pathvisualization research

《灾害学》 2024 (001)

29-36,44 / 9

国家社会科学基金一般项目"区块链背景下重大突发事件应急物资保障体系构建与效能提升研究"(22BJY173)

10.3969/j.issn.1000-811X.2024.01.006

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