Advent of Big Data in Urban Transportation for Smart Cities: Current Progress, Trends, and Future Challenges

BN Matcha, S Sivanesan, KC Ng… - Convergence of Big …, 2023 - igi-global.com
The application of big data in urban transportation and development of smart cities has been
attracting global interest. The overburdened transport infrastructure due to rapid …

Big Data for transportation and mobility: recent advances, trends and challenges

AI Torre‐Bastida, J Del Ser, I Laña… - IET Intelligent …, 2018 - Wiley Online Library
Big Data is an emerging paradigm and has currently become a strong attractor of global
interest, specially within the transportation industry. The combination of disruptive …

Transportation transformation: Is micromobility making a macro impact on sustainability?

M McQueen, G Abou-Zeid… - Journal of Planning …, 2021 - journals.sagepub.com
The transportation landscape is ever-evolving in the face of new technologies, including the
emergence of micromobility—a new classification given to lightweight human-powered or …

Crowdsourced data mining for urban activity: Review of data sources, applications, and methods

H Niu, EA Silva - Journal of Urban Planning and Development, 2020 - ascelibrary.org
The penetration of devices integrated with location-based services and internet services has
generated massive data about the everyday life of citizens and tracked their activities …

[HTML][HTML] Investigating pedestrian behaviour in urban environments: A Wi-Fi tracking and machine learning approach

A Stanitsa, SH Hallett, S Jude - Multimodal Transportation, 2023 - Elsevier
Urban geometry plays a critical role in determining paths for pedestrian flow in urban areas.
To improve the urban planning processes and to enhance quality of life for end-users in …

Defining urban big data in urban planning: literature review

C Wang, L Yin - Journal of Urban Planning and Development, 2023 - ascelibrary.org
Despite the unprecedentedly growing discussion of big data generated in urban
environments and the widespread use of so-called urban big data (UBD) in recent years …

[КНИГА][B] Introduction to seeing cities through big data: Research, methods and applications in urban informatics

P Thakuriah, NY Tilahun, M Zellner - 2017 - Springer
The chapters in this book were first presented in a 2-day workshop on Big Data and Urban
Informatics held at the University of Illinois at Chicago in 2014. The workshop, sponsored by …

Natural language processing in urban planning: A research agenda

X Fu - Journal of Planning Literature, 2024 - journals.sagepub.com
The urban planning profession is increasingly challenged to analyze extensive text data,
from plans to public feedback. While natural language processing (NLP) has promising …

Planning smart (er) cities: The promise of civic technology

B Wilson, A Chakraborty - Journal of Urban Technology, 2019 - Taylor & Francis
Civic technology is an emerging field that typically leverages open data—and sometimes
open source software—to address challenges that may be invisible to or neglected by …

Comparison of national and local building inventories for damage and loss modeling of seismic and tsunami hazards: From parcel-to city-scale

D Sanderson, D Cox - International journal of disaster risk reduction, 2023 - Elsevier
In this paper, we compare the National Structure Inventory, a recently released building
inventory for the United States, with a local tax assessor building inventory for use in …