Advances in Civil Engineering

Leveraging Big Data in Construction Management


Publishing date
01 Jul 2021
Status
Closed
Submission deadline
12 Mar 2021

Lead Editor
Guest Editors

1Massey University, Auckland, New Zealand

2Chongqing University, Chongqing, China

This issue is now closed for submissions.

Leveraging Big Data in Construction Management

This issue is now closed for submissions.

Description

The amount of data in our world has increased steadily due to fast-advancing technologies. The construction industry is no exception to this digital revolution. A significant amount of data is generated throughout the lifecycle of a building. Big data technology has broad applicability in many construction subdomains. Using big data technology, useful insights and knowledge can be generated from the data. The insights and knowledge can inform decision making, promoting efficient, safe, and sustainable construction processes.

With the maturation of technologies for collecting, storing, processing, and visualizing big data, utilising this rich data to optimise construction operations is a promising innovation in the industry. While there has been some research on big data solutions in the field of construction management, this multidisciplinary research area is still in its infancy.

This Special Issue aims to bridge the gap in the literature by attracting papers on leveraging big data to address construction management problems. We encourage submissions related to successful applications of big data in construction management and proposed data-driven solutions, such as applications of statistics, data mining, machine learning, data analytics, and artificial intelligence in construction labour productivity, workforce scheduling, health, safety and wellbeing of workers, facility management, energy management, and smart buildings. We also hope to attract review articles that describe the current state of the art. This Special Issue will engage technological, managerial, organizational, and methodological perspectives in the application of big data in construction management and is open to any subject area relevant to big data in construction.

Potential topics include but are not limited to the following:

  • Big data with BIM
  • Big data with IoT
  • Big data with cloud computing
  • Big data for smart buildings
  • Big data for whole life of construction
  • Big data in cost management
  • Big data in facility management
  • Big data in health and safety management
  • Energy management and analysis
  • Performance prediction in construction
  • Machine learning in construction
  • Personal wearable devices
  • Social networking analysis
  • Best practices of big data in construction

Articles

  • Special Issue
  • - Volume 2021
  • - Article ID 6640198
  • - Research Article

Intelligent Prediction Method for Operation and Maintenance Safety of Prestressed Steel Structure Based on Digital Twin Technology

Zhansheng Liu | Antong Jiang | ... | Xiuli Du
  • Special Issue
  • - Volume 2021
  • - Article ID 5530755
  • - Review Article

A Review of Smart Contracts Applications in Various Industries: A Procurement Perspective

Yongshun Xu | Heap-Yih Chong | Ming Chi
  • Special Issue
  • - Volume 2021
  • - Article ID 5598690
  • - Research Article

Application of Deep Learning and Unmanned Aerial Vehicle on Building Maintenance

Ren-Yi Kung | Nai-Hsin Pan | ... | Pin-Chan Lee
  • Special Issue
  • - Volume 2021
  • - Article ID 6674980
  • - Review Article

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

Yao Huang | Qian Shi | ... | Jindao Chen
  • Special Issue
  • - Volume 2021
  • - Article ID 6686761
  • - Research Article

Implementation of Building Information Modeling (BIM) Using Hybrid Z-DEMATEL-ISM Approach

Ali RezaHoseini | Elmira Ahmadi | ... | Morteza BagherPour
  • Special Issue
  • - Volume 2021
  • - Article ID 6683491
  • - Research Article

Research on the Construction Effect Evaluation System of Smart CBD: A Case Study in Jiangbei New District, Nanjing, China

Min Hong | Caihong Peng | ... | Zhao Xu
  • Special Issue
  • - Volume 2021
  • - Article ID 6697755
  • - Research Article

Design of a Support System for Complicated Logistics Location Integrating Big Data

Yusi Cheng | Xinwei Pan
  • Special Issue
  • - Volume 2020
  • - Article ID 6692130
  • - Research Article

The Prediction of Metro Shield Construction Cost Based on a Backpropagation Neural Network Improved by Quantum Particle Swarm Optimization

Lanjun Liu | Denghui Liu | ... | Xinyu Wang
  • Special Issue
  • - Volume 2020
  • - Article ID 6612848
  • - Research Article

Bidder Network Community Division and Collusion Suspicion Analysis in Chinese Construction Projects

Jiwei Zhu | Bing Wang | ... | Jiangrui Wang
  • Special Issue
  • - Volume 2020
  • - Article ID 8817081
  • - Research Article

Factors Affecting Maintenance Probability and Resurfacing Thickness Based on the Pavement Management System

Hongmei Li | Jiwang Jiang | Fujian Ni
Advances in Civil Engineering
 Journal metrics
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Acceptance rate19%
Submission to final decision113 days
Acceptance to publication22 days
CiteScore3.400
Journal Citation Indicator0.370
Impact Factor1.8
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