基于多源信息融合的黄河上游多灾种知识图谱构建方法

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关键词：知识图谱；多灾种；多源信息；本体；关系映射；黄河上游中图分类号：TP391.1;TV882.1 文献标志码：A doi：10.3969/j.issn.1000-1379.2025.07.017引用格式：，，，等.基于多源信息融合的黄河上游多灾种知识图谱构建方法[J].人民黄河，2025，47（7）：103-107，115.

Building Method of Multi-Disaster Knowledge Graph in the Upper Reaches of the Yellow River Based on Multi-Source Information Fusion

WANG Zongmin'，LIANG Chuangheng¹，LIU Xinyi，LIU Yifan²，JINLei¹，CAI Yingchun1，3，SHU Xiaosong 1，3 （1.School of Water Conservancy and Transportation，Zhengzhou University， Zhengzhou 450o01，China; 2.Guiyang Engineering Corporation Limited.，Power China， Guiyang 550081， China； 3.National KeyLaboratoryofTunnel Boring MachineandIntellgentOperationand Maintenance，Zhengzhou450ol，China）

Abstract：Idtoeesseficoistetsatiapaloelatioofultipledsterusigfactos，metflga knowledgegraphofutpledisastertypsinteuppreachsoftheYelowRiverbasedonulti-soueiformationfusionwasproposed Throughdataceaning，entityrecogitionadrelatiosipextraction，structuredandustructureddatasuchasmotesensingimages，ete orologicaldataadgologicaldataaeintegatedtuildtorecocetfotoloefinoanddfiesitsofsmaticoio suchascusalelatosspaialmpralsoatiodartatioelatiosp.Knowdgsoeddaicasonga outbyusingtheNo4jgraphdatabase，andamulti-soucedatamappingmechanismwasdesignedtosupportmult-imensionalquerisofentitiesschasasteets，igectosndatiesastes，sellaoipsombgayesetkpbistic reasoningndgraphtpologyanalysisalgoritms，thepropagationpathsofdisasterchainswrequantitativelyevaluated.BasedontelandslideeventinacanareaofteupperreachsoftheYelowRverin2O23，tepotentialelatioshipainbtweenlandsldesaddebris flowscanbedisoeredthoughteiferencefunctionoftegaphdatabase.Compaedtoradinaldatabass，nowledgegaphshefaster and more accurate information queries.

Keywords：knowledgegraph；mutiple typesof disasters；multi-sourceinformation；noumenon;relatioal mapping；theupperreacheso the Yellow River

0 引言

黄河上游地处青藏高原与黄土高原过渡带，地质构造复杂，地形起伏剧烈，气候条件多变。（剩余7385字）