Natural language processing for smart construction: Current status and future directions

C Wu, X Li, Y Guo, J Wang, Z Ren, M Wang… - Automation in …, 2022 - Elsevier
Unstructured texts dominate data in construction projects. With the achievements of natural
language processing (NLP) techniques, mining unstructured text data for smart construction …

Text mining and natural language processing in construction

A Shamshiri, KR Ryu, JY Park - Automation in Construction, 2024 - Elsevier
Text mining (TM) and natural language processing (NLP) have stirred interest within the
construction field, as they offer enhanced capabilities for managing and analyzing text …

Construction 4.0

A Sawhney, M Riley, J Irizarry… - Sawhney, A., Riley, M …, 2020 - api.taylorfrancis.com
With the pervasive use of Building Information Modelling (BIM), lean principles, digital
technologies, and offsite construction, the industry is at the cusp of this transformation. The …

Collaboration barriers in BIM-based construction networks: A conceptual model

M Oraee, MR Hosseini, DJ Edwards, H Li… - International Journal of …, 2019 - Elsevier
Building information modelling (BIM) teams, hereafter referred to as BIM-based construction
networks, are teams whose possibly geographically dispersed members from various …

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 …

A critical review of text-based research in construction: Data source, analysis method, and implications

S Baek, W Jung, SH Han - Automation in Construction, 2021 - Elsevier
The advancement of natural language processing and text mining techniques facilitate
automatic non-trivial pattern extraction and knowledge discovery from text data. However …

Building information modelling (BIM) and the return on investment: a systematic analysis

A Sompolgrunk, S Banihashemi… - Construction …, 2021 - emerald.com
Purpose The purpose of this study is to identify and analyse the key measurable returning
factors, value drivers and strategic benefits associated with building information modelling …

[HTML][HTML] Automated and interconnected facility management system: An open IFC cloud-based BIM solution

S Matarneh, F Elghaish, FP Rahimian… - Automation in …, 2022 - Elsevier
Anecdotal evidence from industry and research studies acknowledges the shortcomings of
current frameworks and tools, such as COBie add-ins made available by major BIM tool …

[HTML][HTML] Comprehensive analysis of BIM adoption: From narrow focus to holistic understanding

M Chowdhury, MR Hosseini, DJ Edwards… - Automation in …, 2024 - Elsevier
Despite ongoing research in Architectural, Engineering, Construction and Operations
(AECO), little is understood about BIM's interaction with its adoption process. This paper …

BIM uses for deconstruction: An activity-theoretical perspective on reorganising end-of-life practices

M van den Berg, H Voordijk… - Construction management …, 2021 - Taylor & Francis
Abstract Despite that Building Information Modelling (BIM) is often praised as a whole life-
cycle methodology, possibilities for deconstruction are consistently overlooked. This study …