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A scientometric analysis and critical review of construction related ontology research.

Authors :
Zhong, Botao
Wu, Haitao
Li, Heng
Sepasgozar, Samad
Luo, Hanbin
He, Ling
Source :
Automation in Construction. May2019, Vol. 101, p17-31. 15p.
Publication Year :
2019

Abstract

Abstract 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. Graphical abstract Keyword evolution and hot topics of ontology research in construction industry were identified through co-word analysis, cluster analysis, and manually review. Unlabelled Image Highlights • 199 journal articles were analyzed through the combination of scientometric analysis and critical reviews. • Major scientific collaboration networks in ontology research are visualized and analyzed. • Keywords co-occurrence and evolution of ontology in construction industry was visualized. • Four research themes and the corresponding challenges of ontology research in the construction industry were identified [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09265805
Volume :
101
Database :
Academic Search Index
Journal :
Automation in Construction
Publication Type :
Academic Journal
Accession number :
134821383
Full Text :
https://doi.org/10.1016/j.autcon.2018.12.013