Article(id=1281683197805178924, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1281683189131359212, articleNumber=null, orderNo=null, doi=10.16265/j.cnki.issn1003-3033.2025.05.1144, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1734278400000, receivedDateStr=2024-12-16, revisedDate=1739462400000, revisedDateStr=2025-02-14, acceptedDate=null, acceptedDateStr=null, onlineDate=1783506686879, onlineDateStr=2026-07-08, pubDate=1748361600000, pubDateStr=2025-05-28, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1783506686879, onlineIssueDateStr=2026-07-08, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1783506686879, creator=13701087609, updateTime=1783506686879, updator=13701087609, issue=Issue{id=1281683189131359212, tenantId=1146029695717560320, journalId=1146031787341344770, year='2025', volume='35', issue='5', pageStart='1', pageEnd='268', issueExtLink='null', onlineDate='null', pubDate='1748361600000', pubDateStr='2025-05-28', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1783506684811, creator='13701087609', updateTime=1783589333681, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1282029843684504545, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1281683189131359212, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1282029843684504546, tenantId=1146029695717560320, journalId=1146031787341344770, issueId=1281683189131359212, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=229, endPage=236, ext={EN=ArticleExt(id=1281683198002311213, articleId=1281683197805178924, tenantId=1146029695717560320, journalId=1146031787341344770, language=EN, title=Key node recognition of highway network in high altitude mountainous area based on improved LeaderRank algorithm, columnId=1149733270084042840, journalTitle=China Safety Science Journal, columnName=Public safety, runingTitle=null, highlight=null, articleAbstract=

To improve the stability and safety of highway networks in plateau mountainous areas, an evaluation index system for critical nodes was established by selecting five indicators: degree centrality, betweenness centrality, closeness centrality, travel time weight, and adjacent node travel time degree. A critical node identification method integrating topological structure and traffic functionality was proposed. Taking the highway network in western Sichuan Plateau mountainous region as a case study, the differential performance of three improved algorithms was investigated. This algorithms included modified LeaderRank, PageRank, and degree centrality. Their performance was examined in identifying critical nodes within an undirected weighted network framework. Additionally, the variations in network efficiency and connectivity rate under node failure scenarios were systematically examined. The results demonstrate that the three algorithms exhibit distinct prioritization in assessing node criticality. Node failure sequences ranked by the modified LeaderRank algorithm induce the most rapid and significant decline in both network efficiency and connectivity rate.

, authors=Yunyong HE¹, Enhuai HE¹, Zhiyu CHEN^{**, 1}, Jianping GAO², Le ZHANG¹, Lu SUN¹, authorsList=Yunyong HE, Enhuai HE, Zhiyu CHEN, Jianping GAO, Le ZHANG, Lu SUN, authorCompany=null, correspAuthors=Zhiyu CHEN, authorNote=null, correspAuthorsNote=null, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=null, magXml=null, pdfUrl=null, pdf=null, pdfFileSize=null, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=null, mapNumber=null, fund=null), CN=ArticleExt(id=1281683198212026414, articleId=1281683197805178924, tenantId=1146029695717560320, journalId=1146031787341344770, language=CN, title=改进LeaderRank算法下高原山区公路网络关键节点识别, columnId=1149733271510106222, journalTitle=中国安全科学学报, columnName=公共安全, runingTitle=null, highlight=null, articleAbstract=

为提升高原山区公路网络的稳定性和安全性，选取度中心性、中介中心性、接近中心性、行程时间权值和邻接节点通行时间度5项指标，建立关键节点评价指标体系，提出一种综合考虑拓扑结构和交通功能的关键节点识别方法，并以四川西部高原山区公路为例，在无向加权网络框架中，探究改进LeaderRank、PageRank和度中心性3种算法的关键节点识别效果与节点失效情况下网络效率和连通率的变化差异性。结果表明：3种算法在节点的关键程度上展现出不同优先级；按照改进LeaderRank算法排序的节点失效时，网络效率与连通率的下降最为迅速，且下降幅度也更为显著。

, authors=何云勇正高级工程师¹, 何恩怀正高级工程师¹, 陈治宇^{**, 1}, 高建平教授², 张乐工程师¹, 孙璐正高级工程师¹, authorsList=何云勇正高级工程师, 何恩怀正高级工程师, 陈治宇, 高建平教授, 张乐工程师, 孙璐正高级工程师, authorCompany=null, correspAuthors=陈治宇, authorNote=, correspAuthorsNote=, copyrightStatement=null, copyrightOwner=null, extLink=null, articleAbsUrl=null, sourceXml=SpJLWdLLo8UKtpkFktKeJA==, magXml=Ea+WYP7nnfik26LUO7N6cQ==, pdfUrl=null, pdf=C047aohIszAK1Oo865uKEg==, pdfFileSize=2398442, pdfExtLink=null, richHtmlUrl=null, mobilePdfUrl=null, reviewReport=null, pdfFirstPage=null, abstractGraph=null, abstractGraphContent=null, abstractVideo=null, citation=null, cebUrl=null, magXmlContent=cgTLGbXfxp6Q0OAtnTFRHQ==, mapNumber=null, fund=null)}, authors=[Author(id=1281683200179154998, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1281683197805178924, orderNo=0, firstName=null, middleName=null, lastName=null, nameCn=null, orcid=null, stid=null, country=null, authorPic=null, dead=0, email=heyunyong@schdri.com, emailSecond=null, emailThird=null, correspondingAuthor=0, authorType=1, ext={EN=AuthorExt(id=1281683200271429688, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1281683197805178924, authorId=1281683200179154998, language=EN, stringName=Yunyong HE, firstName=Yunyong, middleName=null, lastName=HE, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=¹, address=¹Sichuan Highway Planning, Survey, Design and Research Institute Ltd., Chengdu Sichuan 610041, China, bio=null, bioImg=null, bioContent=null, aboutCorrespAuthor=null), CN=AuthorExt(id=1281683200372092985, tenantId=1146029695717560320, journalId=1146031787341344770, articleId=1281683197805178924, authorId=1281683200179154998, language=CN, stringName=何云勇正高级工程师, firstName=null, middleName=null, lastName=null, prefix=null, suffix=null, authorComment=null, nameInitials=null, affiliation=null, department=null, xref=¹, address=¹四川省公路规划勘察设计研究院有限公司，四川 成都 610041, bio={"content":"

何云勇（1986—），男，四川广安人，博士，正高级工程师，主要从事道路工程方面的工作。E-mail: heyunyong@schdri.com 。

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何云勇（1986—），男，四川广安人，博士，正高级工程师，主要从事道路工程方面的工作。E-mail: heyunyong@schdri.com 。

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