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 …

[HTML][HTML] Using Bidirectional Encoder Representations from Transformers (BERT) to classify traffic crash severity types

AH Oliaee, S Das, J Liu, MA Rahman - Natural language processing journal, 2023 - Elsevier
Traffic crashes are a critical safety concern. Many studies have attempted to improve traffic
safety by performing a wide range of studies on safety topics with the application of diverse …

Applications of text mining in the transportation infrastructure sector: a review

S Chowdhury, A Alzarrad - Information, 2023 - mdpi.com
Transportation infrastructure is vital to the well-functioning of economic activities in a region.
Due to the digitalization of data storage, ease of access to large databases, and …

Bibliometric and sentiment analysis with machine learning on the scientific contribution of Professor Srinivasa Sourirajan

M Khayet, E Aytaç, T Matsuura - Desalination, 2022 - Elsevier
Abstract Prof. Srinivasa Sourirajan is remembered by the desalination and membrane
community as the “Father of Reverse Osmosis”. He passed away at the age of 98 peacefully …

Using text mining and multilevel association rules to process and analyze incident reports in China

Y Zhu, H Liao, D Huang - Accident Analysis & Prevention, 2023 - Elsevier
Incident investigation reports provide information on defects related to the system safety and
indications for improvements. Currently, the analysis of these reports relies heavily on …

Ensemble Learning with Pre-Trained Transformers for Crash Severity Classification: A Deep NLP Approach

S Jaradat, R Nayak, A Paz, M Elhenawy - Algorithms, 2024 - mdpi.com
Transfer learning has gained significant traction in natural language processing due to the
emergence of state-of-the-art pre-trained language models (PLMs). Unlike traditional word …

A holistic approach to exploring the root factors of work zone accidents

B Chammout, MO Ahmed, I El-adaway… - Journal of Management …, 2024 - ascelibrary.org
Work zones are crucial for infrastructure maintenance and improvement. However, ongoing
projects within work zones sometimes can place workers and drivers in dangerous …

Impact of Construction Work Zone on Urban Traffic Environment

T Vyas, HR Varia - International Journal on Smart Sensing and …, 2023 - sciendo.com
Objectives Traffic management is challenging during construction because of the effects of
traffic congestion, travel time, delay, and queue length. Long-term work zones on urban …

[HTML][HTML] Investigation of discrepancies in South Carolina traffic collision forms

J Wegmet, N Huynh, L Van Le, HN Duong… - Transportation Research …, 2024 - Elsevier
The aim of this study is to improve the accuracy of information recorded in the South
Carolina traffic collision forms. To accomplish this, it examines 200 forms containing …

Using Text Mining and Bayesian Network to Identify Key Risk Factors for Safety Accidents in Metro Construction

J Shen, S Liu, J Zhang - Journal of Construction Engineering and …, 2024 - ascelibrary.org
Complex risk factors make metro construction safety accidents prone to occur, and there are
various types of accidents. Accident reports record detailed information about different types …