Review of artificial intelligence applications in construction management over the last five years

被引:0
|
作者
Zhang, Jingqi [1 ]
Jiang, Shaohua [2 ]
机构
[1] Dalian Univ Technol, Dept Construct Management, Dalian, Peoples R China
[2] Dalian Univ Technol, Dalian, Peoples R China
基金
国家重点研发计划;
关键词
Artificial intelligence; Architecture engineering construction; Bibliometric analysis; Literature review;
D O I
10.1108/ECAM-03-2024-0313
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Purpose - This paper provides a thorough examination of the advancements and impacts of artificial intelligence (AI) on construction management (CM) over the past five years, particularly focusing on its role in mitigating prevalent challenges such as inefficiency and ensuring quality. By methodically reviewing and synthesizing the body of research conducted in this period, it underscores key contributions and breakthroughs in the application of AI within construction management (AICM). Additionally, the study aims to shed light on emerging trends and forecast future directions for technological innovation in the construction management sector. Design/methodology/approach - Guided by the preferred reporting items for systematic reviews and meta- analyses (PRISMA) framework, this research conducts abibliometric analysis of 176 relevant publications from the past five years. The analysis focuses on the adoption of AICM across three critical areas: construction equipment management, improvement of construction safety and construction cost optimization. Additionally, the study systematically identifies and examines 14 emerging themes within this domain, ensuring a comprehensive exploration aligned with PRISMA guidelines. Findings - This manuscript summarizes recent research from the past five years in three key areas: construction equipment management, construction safety management and construction cost management within the realm of AICM. It identifies key gaps and outlines future research directions, including enhancing AI-driven equipment integration, developing sophisticated AI-based safety systems and optimizing cost management with advanced data analytics. These findings and directions are essential for steering the field toward greater digital innovation and sustainability. Originality/value - This research provides a detailed analysis of the literature within the AICM domain, thoughtfully compiling significant findings and highlighting the importance of addressing user needs. The insights and recommendations shared aim to be beneficial for both academic researchers and industry professionals, contributing to the ongoing development of AICM as it moves toward a future characterized by digital innovation and sustainability.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Artificial intelligence policies in Africa over the next five years
    Nayebare, Micheal
    XRDS: Crossroads, 2019, 26 (02): : 50 - 54
  • [2] CRITICAL REVIEW OF VALIDATION STUDIES OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES APPLIED IN MEDICINE DURING THE LAST FIVE YEARS
    Rebollo, P.
    Celik, H.
    Cerezales, M.
    Wilke, T.
    VALUE IN HEALTH, 2019, 22 : S729 - S729
  • [3] Applying Artificial Intelligence in Construction Management: A Scoping Review
    Lai, Jianying
    Chong, Heap-Yih
    Qin, Bin
    Liao, Ling Xia
    Chao, Han-Chieh
    JOURNAL OF INTERNET TECHNOLOGY, 2025, 26 (01): : 1 - 12
  • [4] Artificial intelligence applications and cataract management: A systematic review
    Tognetto, Daniele
    Giglio, Rosa
    Vinciguerra, Alex Lucia
    Milan, Serena
    Rejdak, Robert
    Rejdak, Magdalena
    Zaluska-Ogryzek, Katarzyna
    Zweifel, Sandrine
    Toro, Mario Damiano
    SURVEY OF OPHTHALMOLOGY, 2022, 67 (03) : 817 - 829
  • [5] Review of Applications of Artificial Intelligence Algorithms in Pavement Management
    Xu, Yang
    Zhang, Zhanmin
    JOURNAL OF TRANSPORTATION ENGINEERING PART B-PAVEMENTS, 2022, 148 (03)
  • [6] Integration of Artificial Intelligence Applications and Knowledge Management Processes for Construction Projects Management
    Altaie, Meervat R.
    Dishar, Marwa M.
    CIVIL ENGINEERING JOURNAL-TEHRAN, 2024, 10 (03): : 738 - 756
  • [7] A Review on Applications of Artificial Intelligence Over Indian Legal System
    Sil, Riya
    Alpana
    Roy, Abhishek
    IETE JOURNAL OF RESEARCH, 2023, 69 (09) : 6029 - 6038
  • [8] The Ascent of Artificial Intelligence in Endourology: a Systematic Review Over the Last 2 Decades
    Hameed, B. M. Zeeshan
    Shah, Milap
    Naik, Nithesh
    Rai, Bhavan Prasad
    Karimi, Hadis
    Rice, Patrick
    Kronenberg, Peter
    Somani, Bhaskar
    CURRENT UROLOGY REPORTS, 2021, 22 (10)
  • [9] Artificial intelligence in the in vitro fertilization laboratory: a review of advancements over the last decade
    Jiang, Victoria S.
    Bormann, Charles L.
    FERTILITY AND STERILITY, 2023, 120 (01) : 17 - 23
  • [10] The Ascent of Artificial Intelligence in Endourology: a Systematic Review Over the Last 2 Decades
    B. M. Zeeshan Hameed
    Milap Shah
    Nithesh Naik
    Bhavan Prasad Rai
    Hadis Karimi
    Patrick Rice
    Peter Kronenberg
    Bhaskar Somani
    Current Urology Reports, 2021, 22