Developing a Unified Framework for Data Sharing in the Smart Construction Using Text Analysis

被引:7
|
作者
Xue, Hong [1 ]
Zhang, Tongrui [2 ]
Wang, Qian [1 ]
Liu, Shanshan [1 ]
Chen, Keyu [3 ]
机构
[1] Shandong Univ, Sch Management, Jinan 250100, Shandong, Peoples R China
[2] Liaoning Tech Univ, Sch Civil Engn, Fuxing 110325, Peoples R China
[3] Hainan Univ, Sch Civil Engn & Architecture, Haikou 570200, Hainan, Peoples R China
关键词
Smart construction management; Data sharing; Unified framework; Smart techniques; Text analysis; Standardized management; SITE ASSEMBLY SERVICES; LIFE-CYCLE; BIM; MANAGEMENT; INTERNET; TECHNOLOGIES; THINGS; BUILDINGS; EQUIPMENT; INDUSTRY;
D O I
10.1007/s12205-022-2037-6
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Smart construction has become popular because it improves the efficiency of various activities on construction sites. Data sharing is crucial for multiple stakeholders to achieve smart construction management. However, a unified framework is absent for data sharing between stakeholders. This study aims to develop a unified framework for data sharing in smart construction at the project level. A two-pronged design method is adopted to develop a unified framework for data sharing in smart construction using text analysis and semi-structured interviews. Then, a case study is incorporated for the application of the smart construction management framework. The unified framework for data sharing is developed as a five-layer architecture, consisting of the primary layers of perception, transmission, database, application, and presentation. The function modules of the unified framework include on-site monitoring, personnel, safety, quality, material, digital file, environment, and supervision, supported by the implementation of BIM, cloud computing, and IoT techniques. As illustrated in the case study, the construction period can be saved by 50 days and the cost can be saved by 4.2% after implementing the proposed framework in the project. This study provides a benchmark for related studies on data management and collaborative innovation from various industries and stakeholders. Also, a useful framework has been developed by identifying the key elements, defining the primary functions, and developing the essential layers based on structural consistency.
引用
收藏
页码:4359 / 4379
页数:21
相关论文
共 50 条
  • [41] Motif Enrichment Analysis: a unified framework and an evaluation on ChIP data
    Robert C McLeay
    Timothy L Bailey
    BMC Bioinformatics, 11
  • [42] A unified and flexible modelling framework for the analysis of malaria serology data
    Kyomuhangi, Irene
    Giorgi, Emanuele
    EPIDEMIOLOGY AND INFECTION, 2021, 149
  • [43] A unified and flexible modelling framework for the analysis of malaria serology data
    Kyomuhangi, I.
    Giorgi, E.
    INTERNATIONAL JOURNAL OF INFECTIOUS DISEASES, 2022, 116 : S110 - S110
  • [44] A Unified Attribute-Based Encryption Data Sharing Scheme Matching Industrial Internet Framework
    Wang, Zihao
    Fu, Yusun
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (05): : 9153 - 9170
  • [45] A framework for developing an expert analysis and forecasting system for construction projects
    Al-Tabtabai, H
    EXPERT SYSTEMS WITH APPLICATIONS, 1998, 14 (03) : 259 - 273
  • [46] Smart buildings: A monitoring and data analysis methodological framework
    Bolchini, Cristiana
    Geronazzo, Angela
    Quintarelli, Elisa
    BUILDING AND ENVIRONMENT, 2017, 121 : 93 - 105
  • [47] SDN-Based Security Enforcement Framework for Data Sharing Systems of Smart Healthcare
    Meng, Yunfei
    Huang, Zhiqiu
    Shen, Guohua
    Ke, Changbo
    IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2020, 17 (01): : 308 - 318
  • [48] Federated-WDCGAN: A federated smart meter data sharing framework for privacy preservation
    Chen, Zhiqiang
    Li, Jianbin
    Cheng, Long
    Liu, Xiufeng
    APPLIED ENERGY, 2023, 334
  • [49] Breaking Barriers in Sentiment Analysis and Text Emotion Detection: Toward a Unified Assessment Framework
    Langure, Alejandro De Leon
    Zareei, Mahdi
    IEEE ACCESS, 2023, 11 : 125698 - 125715
  • [50] A Framework for Data Sharing between Healthcare Providers using Blockchain
    Alzahrani, Ahmed G.
    Alenezi, Ahmed
    Atlam, Hany F.
    Wills, Gary
    PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON INTERNET OF THINGS, BIG DATA AND SECURITY (IOTBDS), 2020, : 349 - 358