[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 …
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 …
existing studies on passenger travel demand prediction focus on external characteristics of …
Social sensing: A new approach to understanding our socioeconomic environments
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 …
environments. We use the term social sensing for such individual-level big geospatial data …
Revealing travel patterns and city structure with taxi trip data
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 …
geography. Different from the physical structure, the city structure beneath the complex travel …
Uncovering urban human mobility from large scale taxi GPS data
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 …
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
Abstract Location Based Services (LBS) provide a new perspective for spatiotemporally
analyzing dynamic urban systems. Research has investigated urban dynamics using LBS …
analyzing dynamic urban systems. Research has investigated urban dynamics using LBS …
iBOAT: Isolation-based online anomalous trajectory detection
Trajectories obtained from Global Position System (GPS)-enabled taxis grant us an
opportunity not only to extract meaningful statistics, dynamics, and behaviors about certain …
opportunity not only to extract meaningful statistics, dynamics, and behaviors about certain …
Map-matching algorithm for large-scale low-frequency floating car data
Large-scale global positioning system (GPS) positioning information of floating cars has
been recognised as a major data source for many transportation applications. Map** …
been recognised as a major data source for many transportation applications. Map** …
Validating activity, time, and space diversity as essential components of urban vitality
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 …
quantitative theory of “the death and life of cities”(aka “the essential diversity conditions for …
Measuring place-based accessibility under travel time uncertainty
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 …
present these impacts have not been considered in most accessibility studies. In this paper …