[HTML][HTML] The rise of big data on urban studies and planning practices in China: Review and open research issues

J Hao, J Zhu, R Zhong - Journal of Urban Management, 2015 - Elsevier
The year 2014 marked the rapid expansion of big data in urban studies and planning
practices in China. Big data has advantages of revealing individual characteristics rather …

[HTML][HTML] Agent-based modelling with geographically weighted calibration for intra-urban activities simulation using taxi GPS trajectories

S Gong, X Dong, K Wang, B Lei, Z Jia, J Qin… - International Journal of …, 2023 - Elsevier
Human motivations are an important factor in influencing human movement. However, most
existing studies on passenger travel demand prediction focus on external characteristics of …

Social sensing: A new approach to understanding our socioeconomic environments

Y Liu, X Liu, S Gao, L Gong, C Kang, Y Zhi… - Annals of the …, 2015 - Taylor & Francis
The emergence of big data brings new opportunities for us to understand our socioeconomic
environments. We use the term social sensing for such individual-level big geospatial data …

Revealing travel patterns and city structure with taxi trip data

X Liu, L Gong, Y Gong, Y Liu - Journal of transport Geography, 2015 - Elsevier
Delineating travel patterns and city structure has long been a core research topic in transport
geography. Different from the physical structure, the city structure beneath the complex travel …

Uncovering urban human mobility from large scale taxi GPS data

J Tang, F Liu, Y Wang, H Wang - Physica A: Statistical Mechanics and its …, 2015 - Elsevier
Taxi GPS trajectories data contain massive spatial and temporal information of urban human
activity and mobility. Taking taxi as mobile sensors, the information derived from taxi trips …

Combining smart card data and household travel survey to analyze jobs–housing relationships in Bei**g

Y Long, JC Thill - Computers, Environment and Urban Systems, 2015 - Elsevier
Abstract Location Based Services (LBS) provide a new perspective for spatiotemporally
analyzing dynamic urban systems. Research has investigated urban dynamics using LBS …

iBOAT: Isolation-based online anomalous trajectory detection

C Chen, D Zhang, PS Castro, N Li… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
Trajectories obtained from Global Position System (GPS)-enabled taxis grant us an
opportunity not only to extract meaningful statistics, dynamics, and behaviors about certain …

Map-matching algorithm for large-scale low-frequency floating car data

BY Chen, H Yuan, Q Li, WHK Lam… - International Journal of …, 2014 - Taylor & Francis
Large-scale global positioning system (GPS) positioning information of floating cars has
been recognised as a major data source for many transportation applications. Map** …

Validating activity, time, and space diversity as essential components of urban vitality

C Kang, D Fan, H Jiao - … and Planning B: Urban Analytics and …, 2021 - journals.sagepub.com
Urbanization's rapid progress presents an urgent challenge for develo** a predictive,
quantitative theory of “the death and life of cities”(aka “the essential diversity conditions for …

Measuring place-based accessibility under travel time uncertainty

BY Chen, H Yuan, Q Li, D Wang, SL Shaw… - International Journal …, 2017 - Taylor & Francis
Travel time uncertainty has significant impacts on individual activity-travel scheduling, but at
present these impacts have not been considered in most accessibility studies. In this paper …