Automated classification of building information modeling (BIM) case studies by BIM use based on natural language processing (NLP) and unsupervised learning

N Jung, G Lee - Advanced Engineering Informatics, 2019 - Elsevier
This paper comparatively analyzes a method to automatically classify case studies of
building information modeling (BIM) in construction projects by BIM use. It generally takes a …

Patterns and trends in building information modeling (BIM) research: A latent semantic analysis

M Yalcinkaya, V Singh - Automation in construction, 2015 - Elsevier
Abstract Building Information Modeling (BIM) has emerged as one of the key streams in
construction and civil engineering research within the last decade. Given this interest in BIM …

Automated extraction of information from building information models into a semantic logic-based representation

J Zhang, NM El-Gohary - Computing in civil engineering 2015, 2015 - ascelibrary.org
One of the major goals of building information modeling is to support automated compliance
checking (ACC). To support ACC, building design information needs to be extracted from …

Applications of machine learning to BIM: A systematic literature review

A Zabin, VA González, Y Zou, R Amor - Advanced Engineering Informatics, 2022 - Elsevier
Abstract As Building Information Modeling (BIM) workflows are becoming very relevant for
the different stages of the project's lifecycle, more data is produced and managed across it …

Comparing building information modeling skills of project managers and BIM managers based on social media analysis

RA Rahman, S Alsafouri, P Tang, SK Ayer - Procedia Engineering, 2016 - Elsevier
Abstract Building Information Modeling (BIM) education may accelerate the process of
adopting BIM in construction projects. The education community has been examining the …

An analysis of BIM jobs and competencies based on the use of terms in the industry

M Uhm, G Lee, B Jeon - Automation in Construction, 2017 - Elsevier
The emergence of building information modeling (BIM) has generated several BIM jobs.
However, despite opinions by BIM experts, questions regarding BIM jobs and their …

Exploring natural language processing in construction and integration with building information modeling: A scientometric analysis

M Locatelli, E Seghezzi, L Pellegrini, LC Tagliabue… - Buildings, 2021 - mdpi.com
The European Union (EU) aims to increase the efficiency and productivity of the construction
industry. The EU suggests pairing Building Information Modeling with other digitalization …

Identifying the consideration factors for successful BIM projects

J Won, G Lee - … Computing in Engineering, EG-ICE 2010, 2019 - yonsei.elsevierpure.com
The purpose of this paper is to identify consideration factors for successful building
information modeling (BIM) projects. Such factors include critical success factors, criteria for …

Quantitative and Qualitative Analysis of Applying Building Information Modeling (BIM) for Infrastructure Design Process

MH Shin, JH Jung, HY Kim - Buildings, 2022 - mdpi.com
Building information modeling (BIM) has opened up many possibilities for the construction
industry. However, most studies focus mainly on its overall uses and management areas. By …

[PDF][PDF] Motivation Factors for Adopting Building Information Modeling (BIM) in Iraq.

WA Hatem, AM Abd, NN Abbas - Engineering, Technology & …, 2018 - researchgate.net
Building information modeling (BIM) is an integrated and comprehensive system including
whatever is related to a construction project and its stages. It represents a unified database …