Codification challenges for data science in construction

RK Soman, JK Whyte - Journal of Construction Engineering and …, 2020 - ascelibrary.org
New forms of data science, including machine learning and data analytics, are enabled by
machine-readable information but are not widely deployed in construction. A qualitative …

A deep natural language processing‐based method for ontology learning of project‐specific properties from building information models

M Yin, L Tang, C Webster, X Yi… - Computer‐Aided Civil …, 2024 - Wiley Online Library
Element property is a crucial aspect of building information modeling (BIM) for almost all BIM‐
based engineering tasks. Since there are limited properties predefined in Industry …

BIM implementation of a full life cycle of building

AV Mishchenko, EP Gorbaneva… - AIP Conference …, 2022 - pubs.aip.org
BIM optimization methods based on BIM clustering of individual life cycle stages and the
formation of vector representations of clusters are formulated. Algorithms for optimization of …

Assessment of IT tools used for operational budgeting in Polish and Lithuanian companies

Ż Kielanowicz, T Wnuk-Pel, C Christauskas… - Engineering …, 2023 - inzeko.ktu.lt
The paper aims to determine the quality of information and the quality of IT tools used for
operational budgeting in Polish and Lithuanian companies. The questionnaires were …

Semantic Enrichment of BIM: The Role of Machine Learning-Based Image Recognition

C Mirarchi, M Gholamzadehmir, B Daniotti, A Pavan - Buildings, 2024 - mdpi.com
Building Information Modelling (BIM) revolutionizes the construction industry by digitally
simulating real-world entities through a defined and shared semantic structure. However …

[PDF][PDF] Structuring general information specifications for contracts in accordance with the UNI 11337: 2017 standard

C Mirarchi, SL Spagnolo, B Daniotti… - Digital Transformation of …, 2020 - library.oapen.org
Abstract Information Specifications are an important tool that allows the Customer or the
Commissioning Body to define both the general and the specific rules and strategic …

[PDF][PDF] Rumo à definição de Product Data Templates nacionais para aplicação generalizada em contexto BIM: Esforços da CT197

M El Sibaii, J Granja, RR Ribeiro… - … Modelling vol. 2 …, 2022 - repositorio-aberto.up.pt
As aplicações de gestão da Construção incluem dados relativos à duração de tarefas,
orçamentação, qualidade, segurança em obra, entre outros tópicos. No caso específi‑co da …

Benefits and challenges of BIM in construction

B Daniotti, A Pavan, S Lupica Spagnolo, V Caffi… - BIM-Based …, 2020 - Springer
This chapter covers the issues and benefits deriving from the introduction of digital
processes and tools in enterprises in the building sector. A comparative analyzes is …

Impact of industry 4.0 in architecture and cultural heritage: artificial intelligence and semantic web technologies to empower interoperability and data usage

C Mirarchi, A Pavan, B Di Martino… - Impact of Industry 4.0 on …, 2020 - igi-global.com
ABSTRACT Building Information Modelling (BIM) is recognized as the central mean in the
digitalization process of the construction sector affecting both the technological and the …

Construction Project Sustainability Through Enhanced Data Quality in Building Information Modelling (Bim): A Case Study

L Qasoma, G Bakkar, A Moscati… - Available at SSRN …, 2024 - papers.ssrn.com
The construction sector is a major contributor to global CO2 emissions, so the integration of
high-quality, precise data in early design phases becomes critical for effective sustainability …