Concepedia

Construction Data Analytics

Construction Data Analytics is a systematic computational and analytical framework that distinguishes itself within the broader class of data analytics methodologies by specifically enabling the extraction, integration, and interpretation of heterogeneous data generated throughout the construction lifecycle to support decision-making, performance optimization, and automation in construction processes.

234

Publications

12.7K

Citations

660

Authors

248

Institutions

Publications per year

2017–2026

178

Parents

Publications

234

Machine learning models for predicting the residual value of heavy construction equipment: An evaluation of modified decision tree, LightGBM, and XGBoost regression

Ali Shehadeh, Odey Alshboul, Rabia Emhamed Al Mamlook et al. · Automation in Construction · 2021 · 405 citations

, , +14

Real-time resource location data collection and visualization technology for construction safety and activity monitoring applications

Tao Cheng, Jochen Teizer · Automation in Construction · 2012 · 387 citations

, , +17

Construction site accident analysis using text mining and natural language processing techniques

Fan Zhang, Hasan Fleyeh, Xinru Wang et al. · Automation in Construction · 2018 · 361 citations

, , +16

Utilizing Industry 4.0 on the Construction Site: Challenges and Opportunities

Christopher Turner, John Oyekan, Lampros Stergioulas et al. · IEEE Transactions on Industrial Informatics · 2020 · 271 citations · Full text

, , +16

Patterns and trends in Internet of Things (IoT) research: future applications in the construction industry

Arka Ghosh, David J. Edwards, M. Reza Hosseini · Engineering Construction & Architectural Management · 2020 · 270 citations · Full text

, , +12

1–5 of 234

Authors

660

  1. LO
    Lukumon O. Oyedele

    University of the West of England, United Kingdom

    8 publications · 672 citations

    8

    h-index

  2. OO
    Olúgbénga O. Akinadé

    University of the West of England, United Kingdom

    8 publications · 672 citations

    8

    h-index

  3. WL
    Weisheng Lu

    University of Hong Kong, Hong Kong SAR China

    7 publications · 531 citations

    7

    h-index

  4. SA
    Simaan AbouRizk

    University of Alberta, Canada

    6 publications · 141 citations

    6

    h-index

  5. HA
    Hakeem A. Owolabi

    University of the West of England, United Kingdom

    6 publications · 615 citations

    6

    h-index

1–5 of 660

Institutions

248

  1. University of Hong Kong

    Pok Fu Lam, Hong Kong

    9 h-index

    26 publications

    1.5K citations

  2. University of the West of England

    Bristol, United Kingdom

    9 h-index

    45 publications

    4.2K citations

  3. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    9 h-index

    20 publications

    1.9K citations

  4. University of Alberta

    Edmonton, Canada

    8 h-index

    23 publications

    620 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    7 h-index

    14 publications

    795 citations

  6. Purdue University West Lafayette

    West Lafayette, United States

    7 h-index

    13 publications

    443 citations

  7. The University of Texas at Austin

    Austin, United States

    5 h-index

    18 publications

    1.1K citations

  8. Tongji University

    Shanghai, China

    5 h-index

    13 publications

    511 citations

1–8 of 248

Venues

  1. Automation in Construction

    40 publications · 4.3K citations

    34

    h-index

  2. Advanced Engineering Informatics

    10 publications · 526 citations

    11

    h-index

  3. 11

    h-index

  4. Buildings

    7 publications · 244 citations

    7

    h-index

  5. Journal of Management in Engineering

    6 publications · 192 citations

    6

    h-index

1–5