Circular economy on construction and demolition waste: A literature review on material recovery and production

CP Ginga, JMC Ongpeng, MKM Daly - Materials, 2020 - mdpi.com
Construction and demolition waste (CDW) accounts for at least 30% of the total solid waste
produced around the world. At around 924 million tons in the European Union in 2016 and …

Comparing natural language processing (NLP) applications in construction and computer science using preferred reporting items for systematic reviews (PRISMA)

S Chung, S Moon, J Kim, J Kim, S Lim, S Chi - Automation in Construction, 2023 - Elsevier
Despite the increasing use of natural language processing (NLP) in the construction
domain, no systematic comparison has been conducted between NLP applications in …

Traffic accident detection and condition analysis based on social networking data

F Ali, A Ali, M Imran, RA Naqvi, MH Siddiqi… - Accident Analysis & …, 2021 - Elsevier
Accurate detection of traffic accidents as well as condition analysis are essential to
effectively restoring traffic flow and reducing serious injuries and fatalities. This goal can be …

Discovering latent themes in traffic fatal crash narratives using text mining analytics and network topology

KM Kwayu, V Kwigizile, K Lee, JS Oh - Accident Analysis & Prevention, 2021 - Elsevier
The proliferation of digital textual archives in the transportation safety domain makes it
imperative for the inventions of efficient ways of extracting information from the textual data …

Online public opinion analysis on infrastructure megaprojects: Toward an analytical framework

Z Zhou, X Zhou, L Qian - Journal of Management in Engineering, 2021 - ascelibrary.org
The development of an infrastructure megaproject is closely related to society and the public
community. It is necessary to pay enough attention to public opinions that generally have a …

[HTML][HTML] How can we develop road space allocation solutions for smart cities using emerging information technologies? A review using text mining

G Valença, F Moura, AM de Sá - International Journal of Information …, 2023 - Elsevier
We propose a systematic literature review using text mining. The methodology has two main
directions:(i) analyzing the evolution of concepts and topics explored throughout time by …

Exploring sources of satisfaction and dissatisfaction in Airbnb accommodation using unsupervised and supervised topic modeling

K Ding, WC Choo, KY Ng, SI Ng, P Song - Frontiers in psychology, 2021 - frontiersin.org
This study aims to examine key attributes affecting Airbnb users' satisfaction and
dissatisfaction through the analysis of online reviews. A corpus that comprises 59,766 …

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 …

Unveiling citizen-government interactions in urban renewal in China: Spontaneous online opinions, reginal characteristics, and government responsiveness

C Shen, Y Wang, Y Xu, X Li - Cities, 2024 - Elsevier
The prevailing paradigm of traditional top-down urban renewal has been criticized for failing
to consider diverse public requests and preferences. This critique has prompted a “human …

Analyzing a decade of wind turbine accident news with topic modeling

G Ertek, L Kailas - Sustainability, 2021 - mdpi.com
Despite the significance and growth of wind energy as a major source of renewable energy,
research on the risks of wind turbines in the form of accidents and failures has attracted …