Article(id=1318999847953347206, tenantId=1146029695717560320, journalId=1146123302524792850, issueId=1318999663622079298, articleNumber=null, orderNo=null, doi=10.3969/j.issn.1672-6073.2025.06.014, pmid=null, cstr=null, oa=null, hot=null, price=null, onlineType=0, articleFormat=0, articleType=null, articleTypeStr=null, receivedDate=1745251200000, receivedDateStr=2025-04-22, revisedDate=1753113600000, revisedDateStr=2025-07-22, acceptedDate=null, acceptedDateStr=null, onlineDate=1792403669583, onlineDateStr=2026-10-19, pubDate=1765296000000, pubDateStr=2025-12-10, doiRegisterDate=null, doiRegisterDateStr=null, onlineIssueDate=1792403669583, onlineIssueDateStr=2026-10-19, onlineJustAcceptDate=null, onlineJustAcceptDateStr=null, onlineFirstDate=null, onlineFirstDateStr=null, sourceXml=null, magXml=null, createTime=1792403669583, creator=13701087609, updateTime=1792403669583, updator=13701087609, issue=Issue{id=1318999663622079298, tenantId=1146029695717560320, journalId=1146123302524792850, year='2025', volume='38', issue='6', pageStart='1', pageEnd='147', issueExtLink='null', onlineDate='null', pubDate='1765296000000', pubDateStr='2025-12-10', beforeIssueId=null, nextIssueId=null, price=null, status=1, issueComplete=1, articleOrder=1, issueType=-1, specialIssue=null, createTime=1792403625636, creator='13701087609', updateTime=1792733312669, updator='13701087609', preIssue=null, nextIssue=null, articleTotal=null, ext={EN=IssueExt(id=1320382471334646693, tenantId=1146029695717560320, journalId=1146123302524792850, issueId=1318999663622079298, language=EN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=), CN=IssueExt(id=1320382471334646694, tenantId=1146029695717560320, journalId=1146123302524792850, issueId=1318999663622079298, language=CN, specialIssueTitle=, coverIllustrator=null, specialIssueEditor=, specialIssueAbout=)}, issueFiles=null, downloadFileDto=null}, startPage=107, endPage=115, ext={EN=ArticleExt(id=1318999848137896583, articleId=1318999847953347206, tenantId=1146029695717560320, journalId=1146123302524792850, language=EN, title=Knowledge Organization and Application of Metro Construction Quality Acceptance Standards Based on Knowledge Graphs, columnId=1308453883261514080, journalTitle=Urban Rapid Rail Transit, columnName=Artifical Intelligence, runingTitle=null, highlight=null, articleAbstract=

This paper aims to effectively integrate knowledge from metro construction quality acceptance standards and address the current issues of singular knowledge organization methods, as well as isolated and fragmented knowledge. Based on the collection of metro construction quality acceptance standards issued by national and representative municipal authorities, generative AI was employed to extract key knowledge elements. A knowledge graph was then constructed using graph database software, and a multidimensional knowledge retrieval method along with node importance evaluation were proposed. Taking the construction of metro open-cut stations as an example, the proposed methods were applied to conduct an in-depth analysis of key knowledge at various stages of quality acceptance for this unit project, and acceptance recommendations were provided. [Conclusion] The knowledge graph of metro construction quality acceptance standards can offer comprehensive knowledge support for quality acceptance, providing significant reference value for improving the knowledge management level and utilization capability of metro construction quality acceptance standards.

, authors=Xingpeng WANG1, Zhongxuan JI1, Weixin WANG2, authorsList=Xingpeng WANG, Zhongxuan JI, Weixin WANG, authorCompany=null, correspAuthors=Zhongxuan JI, 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=1318999848364389000, articleId=1318999847953347206, tenantId=1146029695717560320, journalId=1146123302524792850, language=CN, title=基于知识图谱的地铁施工质量验收标准的知识组织与应用, columnId=1308453883420897634, journalTitle=都市快轨交通, columnName=人工智能, runingTitle=null, highlight=null, articleAbstract=

为了有效整合地铁施工质量验收标准的知识,解决目前地铁施工质量验收标准的知识组织方式单一、知识孤立且零散的问题,在收集国家和代表性城市发布的地铁施工质量验收标准基础上,利用生成式AI模型进行知识要素提取,并利用图数据库软件构建知识图谱,提出基于知识图谱的多维知识检索和节点重要性评价方法。以地铁明挖法车站施工为例,利用上述方法对该单位工程的质量验收各阶段的关键知识进行深入分析,并提出验收建议。地铁施工质量验收标准知识图谱可以提供全面的质量验收知识支持,对于提高地铁施工质量验收标准的知识管理水平和知识利用能力具有重要参考价值。

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王兴鹏,男,博士,教授,主要研究方向为安全风险管理,

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籍仲轩,男,硕士研究生,研究方向为安全风险管理,
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基于知识图谱的地铁施工质量验收标准的知识组织与应用
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王兴鹏 1 , 籍仲轩 1 , 王为鑫 2
都市快轨交通 | 人工智能 2025,38(6): 107-115
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都市快轨交通 |人工智能 2025 , 38 (6) : 107 -115
基于知识图谱的地铁施工质量验收标准的知识组织与应用
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王兴鹏1 , 籍仲轩1 , 王为鑫2
作者信息
  • 1.石家庄铁道大学管理学院,石家庄 050043
  • 2.中铁十四局集团有限公司,济南 250014
通讯作者:
籍仲轩,男,硕士研究生,研究方向为安全风险管理,
作者简介:

王兴鹏,男,博士,教授,主要研究方向为安全风险管理,

Knowledge Organization and Application of Metro Construction Quality Acceptance Standards Based on Knowledge Graphs
Xingpeng WANG1 , Zhongxuan JI1 , Weixin WANG2
Affiliations
  • 1.School of Management, Shijiazhuang Tiedao University, Shijiazhuang 050043
  • 2.China Railway 14th Bureau Group Co., Ltd., Jinan 250014
出版时间: 2025-12-10 doi: 10.3969/j.issn.1672-6073.2025.06.014
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为了有效整合地铁施工质量验收标准的知识,解决目前地铁施工质量验收标准的知识组织方式单一、知识孤立且零散的问题,在收集国家和代表性城市发布的地铁施工质量验收标准基础上,利用生成式AI模型进行知识要素提取,并利用图数据库软件构建知识图谱,提出基于知识图谱的多维知识检索和节点重要性评价方法。以地铁明挖法车站施工为例,利用上述方法对该单位工程的质量验收各阶段的关键知识进行深入分析,并提出验收建议。地铁施工质量验收标准知识图谱可以提供全面的质量验收知识支持,对于提高地铁施工质量验收标准的知识管理水平和知识利用能力具有重要参考价值。

城市轨道交通  /  施工质量验收标准  /  知识组织  /  知识图谱  /  生成式AI

This paper aims to effectively integrate knowledge from metro construction quality acceptance standards and address the current issues of singular knowledge organization methods, as well as isolated and fragmented knowledge. Based on the collection of metro construction quality acceptance standards issued by national and representative municipal authorities, generative AI was employed to extract key knowledge elements. A knowledge graph was then constructed using graph database software, and a multidimensional knowledge retrieval method along with node importance evaluation were proposed. Taking the construction of metro open-cut stations as an example, the proposed methods were applied to conduct an in-depth analysis of key knowledge at various stages of quality acceptance for this unit project, and acceptance recommendations were provided. [Conclusion] The knowledge graph of metro construction quality acceptance standards can offer comprehensive knowledge support for quality acceptance, providing significant reference value for improving the knowledge management level and utilization capability of metro construction quality acceptance standards.

urban rail transit  /  metro construction quality acceptance standards  /  knowledge organization  /  knowledge graph  /  generative AI
王兴鹏, 籍仲轩, 王为鑫. 基于知识图谱的地铁施工质量验收标准的知识组织与应用. 都市快轨交通, 2025 , 38 (6) : 107 -115 . DOI: 10.3969/j.issn.1672-6073.2025.06.014
Xingpeng WANG, Zhongxuan JI, Weixin WANG. Knowledge Organization and Application of Metro Construction Quality Acceptance Standards Based on Knowledge Graphs[J]. Urban Rapid Rail Transit, 2025 , 38 (6) : 107 -115 . DOI: 10.3969/j.issn.1672-6073.2025.06.014
  • 石家庄铁道大学研究生创新资助项目(YC202532)
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doi: 10.3969/j.issn.1672-6073.2025.06.014
  • 接收时间:2025-04-22
  • 首发时间:2026-10-19
  • 出版时间:2025-12-10
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  • 收稿日期:2025-04-22
  • 修回日期:2025-07-22
基金
石家庄铁道大学研究生创新资助项目(YC202532)
作者信息
    1.石家庄铁道大学管理学院,石家庄 050043
    2.中铁十四局集团有限公司,济南 250014

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籍仲轩,男,硕士研究生,研究方向为安全风险管理,
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2种不同金属材料的力学参数
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小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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