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A scientometric analysis and critical review of construction related ontology research

机译:建筑相关本体研究的科学计量分析与评述

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摘要

There is a wide range of literature on adopting ontology to solve construction problems, but no review of existing studies has systematically analyzed and visualized the trends in ontology research. This study reviews ontology research mainly published in the Scopus database from 2007 to 2017 with the combination of scientometric analysis and critical review. Scientometric analysis (e.g. co-author, co-word, co-citation, and clusters) objectively visualized the research status quo while a critical review was used to identify the research themes and challenges of ontology research in the construction industry. The results identified a large network of co-authors in this field to understand collaboration relationships. Over half the papers (53%) were published by the following three countries: the United States, the United Kingdom, and Canada. The top co-occurring keywords were "project management" at which ontology facilitates knowledge management and information retrieval. When the time factor was taken into consideration, keywords naturally evolved from "project management", and "knowledge management" to "building information modeling", and "compliance control" with the successful adoption of information techniques in the construction industry. Four research themes were identified with the combination of cluster analysis and critical review: "Domain ontology", "Industry foundation classes", "Automated compliance checking", and "Building information modeling". This review provides an in-depth understanding of existing ontology research and indicates the emerging trends in this research domain.
机译:关于采用本体来解决构造问题的文献很多,但是没有对现有研究的综述来系统地分析和可视化本体研究的趋势。这项研究结合了科学计量分析和批判性评论,回顾了2007年至2017年主要发表在Scopus数据库中的本体研究。科学计量分析(例如,合著者,共同用词,共同引文和分类)客观地可视化了研究现状,同时使用了严格的评论来确定建筑行业中本体研究的研究主题和挑战。结果确定了该领域的大型作者网络,以了解协作关系。超过一半的论文(53%)由以下三个国家发表:美国,英国和加拿大。出现频率最高的共同关键词是“项目管理”,其中本体有助于知识管理和信息检索。考虑到时间因素后,关键字自然地从“项目管理”和“知识管理”演变为“建筑信息模型”和“合规控制”,并成功采用了信息技术。在建筑行业。通过聚类分析和批判性审查相结合,确定了四个研究主题:“域本体”,“行业基础类”,“自动合规性检查”和“建筑信息建模”。这篇综述提供了对现有本体研究的深入理解,并指出了该研究领域的新兴趋势。

著录项

  • 来源
    《Automation in construction》 |2019年第5期|17-31|共15页
  • 作者单位

    Huazhong Univ Sci & Technol, Sch Civil Engn & Mech, Dept Construct Management, Wuhan 430074, Hubei, Peoples R China|HUST, Hubei Engn Res Ctr Virtual Safe & Automated Const, Wuhan, Hubei, Peoples R China;

    Huazhong Univ Sci & Technol, Sch Civil Engn & Mech, Dept Construct Management, Wuhan 430074, Hubei, Peoples R China|HUST, Hubei Engn Res Ctr Virtual Safe & Automated Const, Wuhan, Hubei, Peoples R China;

    Hong Kong Polytech Univ, Dept Bldg & Real Estate, Kowloon, Hong Kong, Peoples R China;

    Univ New South Wales Sydney, Fac Built Environm, Sydney, NSW, Australia;

    Huazhong Univ Sci & Technol, Sch Civil Engn & Mech, Dept Construct Management, Wuhan 430074, Hubei, Peoples R China|HUST, Hubei Engn Res Ctr Virtual Safe & Automated Const, Wuhan, Hubei, Peoples R China;

    Huazhong Univ Sci & Technol, Sch Civil Engn & Mech, Dept Construct Management, Wuhan 430074, Hubei, Peoples R China|HUST, Hubei Engn Res Ctr Virtual Safe & Automated Const, Wuhan, Hubei, Peoples R China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Ontology; Research trends; Scientometrics; CiteSpace; Construction industry;

    机译:本体;研究趋势;科学计量学;CiteSpace;建筑业;

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