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

Huang, Yao Zhi; Shi, Qian; Zuo, Jian; Peña‐Mora, Feniosky; Chen, Jindao

doi:10.1155/2021/6674980

Cited by 26 publications

(20 citation statements)

References 148 publications

(172 reference statements)

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“…Huang et al [3] studied the investment system of enterprises and made some achievements in the research process [3]. Sultanaw et al [4] put forward the theory of "reference design model" for the investment management system in South Korea.…”

Section: Literature Reviewmentioning

confidence: 99%

Regulatory Mechanism of Financial Market Resource Management Driven by Big Data

Xie

Chen

2022

Mobile Information Systems

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In order to further understand the current situation of the financial market and better supervise the resource management of the financial market, combined with big data and cloud computing technology, through the construction of big data cloud platform resource management system and the integration of various technical computing frameworks, we can realize the effective supervision of big data resources in the financial market. Using J2EE technology, this paper analyzes, designs, implements, and tests the investment data management system, analyzes the content of the software engineering subject, and obtains the demand function description of the business. According to the software development process and the actual situation of enterprise investment, this paper expounds the basic requirements of the investment data management business, system architecture requirements, user use case status, and the operation and configuration environment of the investment data management system. This paper analyzes the technical characteristics and operation indicators of the software, and establishes the data flow for the data related to investment data management, such as information statistics, data query, information classification and so on. Finally, the system is verified, operated and tested, and the business use cases and parameters of the system are tested according to the two indicators of software testing. The basic functions of the investment data management realized by the system are correct, the design is reasonable, the operation is stable, the operation response time is short, the operation accuracy is high, and the data access efficiency is good.

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Section: Literature Reviewmentioning

confidence: 99%

Regulatory Mechanism of Financial Market Resource Management Driven by Big Data

Xie

Chen

2022

Mobile Information Systems

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“…Despite the long life cycle of decades of buildings, the actual life cycle of project data is short, concentrated in the design and construction phases (Huang et al, 2021). Data is often constantly revised until the completion of a construction process, then delivered, archived, and occasionally accessed thereafter for building operations or facility management.…”

Section: Lifecycle Management Of Datamentioning

confidence: 99%

New Ways of Data Governance for Construction? Decentralized Data Marketplaces as Web3 Concept just around the Corner

Bucher¹,

Hall²

2022

Proceedings of the 29th EG-ICE International Workshop on Intelligent Computing in Engineering

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In the upcoming era of distributed technological integration known as Web3, the built environment will need to adapt. Solving the most significant social, environmental and economic challenges will likely require new approaches to data sharing and efficient data management. This will need to occur within organizations, across software tools, and between partners. However, today’s approach of data fragmentation and a scattered system of data islands prevent efficient data usage in the construction industry.The question that now arises is whether the decentralized marketplace approach has the potential to make construction data sets more uniform, efficient,and usable for all stakeholders through distributed technological integration.Therefore, this paper’s contribution isto provide a conceptual starting point and possible research stream approach towards thisquestion. Doing so by outlining current data management challenges and discussing themin comparison with already existing web3 approaches in research and industry.

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“…BIM is an advanced and revolutionary technology for generating, visualising, and analysing architectural models, thus changing the way buildings are conceived, designed, built and operated [ 7 , 8 ]. Moreover, BIM is considered a platform that encourages communication and participation of all participants throughout the lifecycle of the construction project, thus enabling the integration of organisations [ 9 ]. These are also the prerequisite for the rapid identification of project management problems and the efficient provision of immediate communication and responses in the new generation of construction project management.…”

Section: Introductionmentioning

confidence: 99%

“…Thus, BIM is considered to be able to foster novel and creative alternatives to traditional AEC technology as well as organisation communication innovation in construction projects [ 10 ]. However, in practice, the effect of BIM has not been fully shown [ 9 , 11 ].…”

Section: Introductionmentioning

confidence: 99%

Impacts of building information modelling (BIM) on communication network of the construction project: A social capital perspective

Huang

Chen

et al. 2022

PLoS ONE

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Building information modelling (BIM) is considered to be significant for organisational communication in construction projects. However, the role of BIM has not been fully shown in practice. To this end, this study examined the impact of BIM on communication network from inter- and intra- organisational relationships in the construction project. First, the structures of the communication networks before and after the use of BIM in a project in China were determined based on the social capital perspective. Then, the social network analysis was adopted to measure the changes in network metrics (i.e., number of ties, density, centrality, centralisation, and clique). Results shows that the connections among nodes are denser, and all the values of the network centralisation decrease after BIM application compared with the situation before BIM use. Nevertheless, results also shows that some construction project participants, who originally have interaction and communication needs, remain unable to establish effective connections among one another even after BIM use. Accordingly, some suggestions were proposed to solve the issues and deficiencies. This research contributes to (a) the state of knowledge by proposing social capital perspective that can identify inter- and intra-organizational relationships of the construction project from social interaction and common cognition to build communication network, and (b) the state of practice by identifying conditions and proposing strategies for strengthening organisational communication and collaboration in BIM-enabled network relationships.

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

Cited by 26 publications

References 148 publications

Regulatory Mechanism of Financial Market Resource Management Driven by Big Data

Regulatory Mechanism of Financial Market Resource Management Driven by Big Data

New Ways of Data Governance for Construction? Decentralized Data Marketplaces as Web3 Concept just around the Corner

Impacts of building information modelling (BIM) on communication network of the construction project: A social capital perspective

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