建筑工程知识图谱构建及实体数目多维度统计研究  

Research on construction engineering knowledge graph and the multi-dimensional statistics of the number of entities

作　　者：王晶 莫绪军 佟琨 Wang Jing;Mo Xujun;Tong Kun(Pinming Technology Co.,Ltd.,Hangzhou 310012,China;Hangzhou Innovation Institute,Beihang University,Hangzhou 310012,China)

机构地区：[1]品茗科技股份有限公司,浙江杭州310012 [2]北京航空航天大学杭州创新研究院,浙江杭州310012

出　　处：《无线互联科技》2023年第18期113-116,共4页Wireless Internet Technology

摘　　要：文章针对现代建筑工程风险隐患高、事故频发的问题,为预防风险,从而有效减少建筑工程施工事故,利用人工智能领域的知识图谱技术对现代建筑工程的施工事故进行分析。基于建筑工程既有施工事故提取关键数据要素,构建建筑工程施工事故知识图谱。整理出相应的建筑工程施工事故分析流程,并以此为依据开展事故数据查询、统计与路径分析等研究。最终结果表明,基于知识图谱技术,可以将建筑工程中的施工事故以可视化的图表形式进行多维统计与展示,将事故信息以知识形式结构化储存及表达,以此可以加强相关领域人员对建筑工程风险的认知度,为建筑风险预防以及施工安全管理夯实基础。In view of the problems of high risks and frequent accidents in modern construction engineering,in order to prevent risks and effectively reduce construction accidents,the knowledge graph technology in the field of artificial intelligence is used to analyze the construction accidents of modern construction engineering.Based on the existing construction accidents,the key data elements are extracted and the knowledge map of construction accidents is constructed.The corresponding construction accident analysis process is sorted out,and the accident data query,statistics and path analysis are carried out on this basis.The final results show that,based on knowledge graph technology,construction accidents in construction projects can be counted and displayed in multiple dimensions in the form of visual charts,and accident information can be stored and expressed in the form of knowledge in a structured way,which can strengthen the awareness of personnel in related fields on construction project risks and lay a solid foundation for construction risk prevention and construction safety management.

关 键 词：现代建筑工程 施工事故 知识图谱 安全管理 工程风险 

分 类 号：TP311[自动化与计算机技术—计算机软件与理论]