基于CiteSpace的大数据技术在工程管理领域研究综述  

Overview of CiteSpace Based Big Data Technology in the Field of Construction Management

作　　者：包慧敏 孙剑[1] BAO Hui-min;SUN Jian(College of Civil Engineering,Nanjing Tech University,Nanjing 211816,China)

机构地区：[1]南京工业大学土木工程学院,江苏南京211816

出　　处：《土木工程与管理学报》2020年第4期131-137,共7页Journal of Civil Engineering and Management

摘　　要：本文采用文献可视化工具CiteSpace对主流数据库Web of Science和Scopus中收录的2006—2019年发表的工程管理大数据相关文献进行分析,通过绘制知识图谱,描述了大数据技术在工程管理领域当前研究趋势、知识结构、研究热点和未来研究趋势。结果表明,2014年以来,关于大数据技术在工程管理领域的研究态势整体呈现上升趋势,相关研究论文的发表数量快速上升,研究热度大幅上涨,其中中国、美国、英国等国家的研究成果最为丰富。通过关键词共现和文章聚类分析得出,信息管理、建筑业、BIM、风险管理、智慧城市、工程决策和数据挖掘是工程管理大数据的研究热点;智慧可持续城市和建筑废弃物管理在当前工程管理领域受到了广泛关注并引起高度的研究兴趣。In view of the emerging research and application of big data technology(BDT)in construction management(CM)field,this paper uses CiteSpace,a bibliographical visualization tool,to analyze the relevant literature published during 2006-2019 that are indexed by mainstream databases(i.e.Web of Science and Scopus).On this basis,the knowledge maps of current trend,knowledge structure,hotspots and future research trend of BDT in CM are depicted.Results indicate that the research trend of BDT in CM field has shown an overall upward trend,the number of related papers has increased rapidly and the research heat has increased significantly since 2014.Among them,the countries like China,United States and United Kingdom yield the most influential academic achievements.Through the co-occurrence of key words and clustering analysis of articles,it is concluded that information management,construction industry,BIM,risk management,smart city,engineering decision-making and data mining are research hotspots of big data of construction management.Moreover,the smart sustainable city and construction waste management have received significant attention and attracted higher research interest in the current construction management field.

关 键 词：大数据技术 工程管理 知识图谱 CITESPACE 

分 类 号：TU18[建筑科学—建筑理论]