Research Status and Challenges of Data-Driven Construction Project Management in the Big Data Context

Table 1

Related work on literature review for digital construction.

Paper	Cutoff time	Search keywords	Data sources	Total selected papers	Statistical analysis	Comments
[24]	2015	Information/communication technology AND AEC organization	Web of Science (SCI/SSCI), ASCE	145	Distribution of journals, years, citation and influences of the research, popular keywords, research methods, and levels of ICT application	Focus on the current state and future directions of ICT-supported AEC organizations
[8]	2016	Not available	ASCE, IEEE, ACM, and Elsevier Science Direct Library	Not available	Not available	Focus on the current state and future directions of adoption of Big Data in the construction industry
[6]	2016	Not available	Not available	87	Not available	Focus on the proposals that use ICT to provide access to the data of construction management
[5]	2016	Mobile Internet/mobile computer technology AND construction/engineering project supply chain	Web of Science (SCI/SSCI), ASCE, and Science Direct library	101	Distribution of journals, years, countries, research methods, construction phases, technologies, and topics	Focus on the current state and future directions of adoption of mobile-Internet in construction supply chain management
[25]	2018	Not available	Not available	Not available	Not available	Focus on the current state and future direction of utilization of unsupervised data analytics in mining massive building operational data
[26]	2020	Data mining/knowledge discovery/machine learning/big data/text mining/deep learning AND construction industry/building environment	Web of Science, Science Direct, ASCE, Engineering Village, and Taylor & Francis Online Library	119	Distribution of journals, years, geographical data sources, data mining techniques, and tools	Focus on the current state and future direction of the application of data mining in the construction industry
[27]	2020	Artificial intelligence/machine learning/neural networks/data mining…AND construction industry/civil engineering/AEC/construction engineering and management…	Scopus	41827	Distribution of research interests, journals, institutions, and countries	Focus on a state-of-the-art review of artificial intelligence in the AEC industry

Note. ASCE: American Association of Civil Engineers; IEEE: Institute of Electrical and Electronics Engineers; ACM: Association of Computing Machinery.