Big Data in the construction industry: A review of present status, opportunities, and future trends

M Bilal, LO Oyedele, J Qadir, K Munir, SO Ajayi… - Advanced engineering …, 2016 - Elsevier
The ability to process large amounts of data and to extract useful insights from data has
revolutionised society. This phenomenon—dubbed as Big Data—has applications for a wide …

Towards big data driven construction industry

F Li, Y Laili, X Chen, Y Lou, C Wang, H Yang… - Journal of Industrial …, 2023 - Elsevier
The construction industry is currently going through an intelligent revolution. The profound
transformation of the Industry 4.0 era is made possible by contemporary technologies such …

An appraisal into the potential application of big data in the construction industry

SA Ismail, S Bandi, ZN Maaz - International Journal of Built …, 2018 - ijbes.utm.my
The volume of data generated by the construction industry has increased exponentially
following an intense use of modern technologies. The data explosion thus lead towards the …

[HTML][HTML] Big data in construction: current applications and future opportunities

HS Munawar, F Ullah, S Qayyum… - Big Data and Cognitive …, 2022 - mdpi.com
Big data have become an integral part of various research fields due to the rapid
advancements in the digital technologies available for dealing with data. The construction …

Big data in building energy efficiency: understanding of big data and main challenges

N Koseleva, G Ropaite - Procedia Engineering, 2017 - Elsevier
Data generation has increased drastically over the past few years. Data management has
also grown in importance because extracting the significant value out of a huge pile of raw …

The future of big data in facilities management: opportunities and challenges

V Ahmed, A Tezel, Z Aziz, M Sibley - Facilities, 2017 - emerald.com
Purpose This paper aims to explore the current condition of the Big Data concept with its
related barriers, drivers, opportunities and perceptions in the architecture, engineering and …

Data mining in the construction industry: Present status, opportunities, and future trends

H Yan, N Yang, Y Peng, Y Ren - Automation in Construction, 2020 - Elsevier
The construction industry is experiencing remarkable growth in the data generation. Data
mining (DM) from considerable amount of data in the construction industry has emerged as …

Adoption of Big Data analytics in construction: Development of a conceptual model

J Ram, NK Afridi, KA Khan - Built Environment Project and Asset …, 2019 - emerald.com
Purpose Big Data (BD) is being increasingly used in a variety of industries including
construction. Yet, little research exists that has examined the factors which drive BD …

A framework for data-driven informatization of the construction company

Z You, C Wu - Advanced Engineering Informatics, 2019 - Elsevier
With the advent of big data era, the construction industry has focused on processing large
quantities of engineering data and extracting their value. However, inaccurate manual …

[PDF][PDF] Big data and machine learning in geoscience and geoengineering: Introduction

W Zhang, J Ching, ATC Goh, AYF Leung - Geoscience …, 2020 - ira.lib.polyu.edu.hk
In recent years, we have entered the so-called Fourth Paradigm with the regular production
of huge amount of observational data. Big data is often characterized by the three 'V's …