Machine learning for construction crew productivity prediction using daily work reports

A Sadatnya, N Sadeghi, S Sabzekar, M Khanjani… - Automation in …, 2023 - Elsevier
Construction productivity estimation lacks a comprehensive, standard, and task-type-
independent framework to generate and serialize Machine Learning (ML) models. This …

Assessment of human productivity drivers for construction labor through importance rating and risk mapping

M Gunduz, A Abu-Hijleh - Sustainability, 2020 - mdpi.com
Labor constitutes a significant portion of the overall cost of a construction project, where
labor productivity is often the main driver of the cost. Although studies on labor productivity …

Systemic integrated method for assessing factors affecting construction timelines

A Lapidus, I Abramov - MATEC Web of Conferences, 2018 - matec-conferences.org
To streamline construction planning, one needs to assess and perform trial modeling of
organizational and process-related factors impacting the final planned performance …

[PDF][PDF] A review on productivity improvement in construction industry

VJ Shinde, MN Hedaoo - International Research Journal of …, 2017 - academia.edu
The productivity level of construction industry is mostly depending upon three factors they
are labour characteristics, management systems and external issues. Different researchers …

The relationship between workers' experience and productivity: a case study of brick masonry construction

HD Khanh, SY Kim, NV Khoa, NT Tu - International Journal of …, 2023 - Taylor & Francis
For decades, extensive studies have investigated significant factors affecting the
construction's labor productivity. However, it is always necessary to qualify and forecast the …

Formation of production structural units within a construction company using the systemic integrated method when implementing high-rise development projects

A Lapidus, I Abramov - E3S Web of Conferences, 2018 - e3s-conferences.org
Development of efficient algorithms for designing future operations is a vital element in
construction business. This paper studies various aspects of a methodology required to …

Implementing large-scale construction projects through application of the systematic and integrated method

A Lapidus, I Abramov - IOP Conference Series: Materials Science …, 2018 - iopscience.iop.org
Dynamic development of the construction manufacturing and technology industry requires
new strategies based on integrated solutions for consolidated tasks and objectives. A large …

Assessment of the impact of destabilizing factors on implementation of investment and construction projects

AA Lapidus, IL Abramov… - IOP conference series …, 2020 - iopscience.iop.org
Among the distinctive features of construction projects, it should be noted the complexity and
specificity of the final product in the form of buildings and structures for various purposes …

Manual operation simulation using motion-time analysis toward labor productivity estimation: A case study of concrete pouring operations

JW Kim, A Golabchi, SU Han, DE Lee - Automation in Construction, 2021 - Elsevier
Based on the labor-intensive nature of construction tasks and high costs associated with
labor operations, reliable estimation of construction labor productivity is crucial. However …

Studying the methods for determining and maintaining sustainability of a construction firm

A Lapidus, I Abramov - MATEC Web of Conferences, 2018 - matec-conferences.org
Against the backdrop of the economic crisis and the complicated international situation, the
government pays great attention to reforming the construction industry, creating the …