Modeling location choice of taxi drivers for passenger pickup using GPS data
MG Demissie, L Kattan… - IEEE Intelligent …, 2020 - ieeexplore.ieee.org
… the factors that explain a taxi driver?s probability to choose a certain zone within a set of
passenger pickup zones, contributing to a better understanding of taxi driver travel behavior. …
passenger pickup zones, contributing to a better understanding of taxi driver travel behavior. …
Mobility trace analysis for intelligent vehicular networks: Methods, models, and applications
… We classify the traces based on types of mobility entities: buses, taxis, or private cars. … In
addition to the GPS coordinates, the trace contains information about connections and traffic …
addition to the GPS coordinates, the trace contains information about connections and traffic …
Characterization of mobility patterns with a hierarchical clustering of origin-destination gps taxi data
… 7.2 million living in the Santiago Metropolitan Region (http://… 300 GB mainly related to GPS
traces collected for the months … Each trip generates a GPS trace composed of multiple GPS …
traces collected for the months … Each trip generates a GPS trace composed of multiple GPS …
GPS data in taxi-sharing system: Analysis of potential demand and assessment of fuel consumption based on routing probability model
… can be pushed without introducing new challenges into the metropolitan system. … To apply
our model to real-world taxi trips, the taxi GPS data in Shanghai is utilized. The taxi GPS data …
our model to real-world taxi trips, the taxi GPS data in Shanghai is utilized. The taxi GPS data …
A novel modelling approach of integrated taxi and transit mode and route choice using city-scale emerging mobility data
RM Mepparambath, YS Soh, V Jayaraman… - … Research Part A: Policy …, 2023 - Elsevier
… Taxi data from the same time period as EZlink data (Feb 2018) is used in our analysis. The
taxi GPS trajectory data contains taxi GPS traces of all taxis … 21000 unique taxis in Singapore …
taxi GPS trajectory data contains taxi GPS traces of all taxis … 21000 unique taxis in Singapore …
TraG: A trajectory generation technique for simulating urban crowd mobility
… TraG model via the continuous San Francisco taxicab traces, and … to that of the real San
Francisco taxi traces. The contextual … Isaacman et al., “Human mobility modeling at metropolitan …
Francisco taxi traces. The contextual … Isaacman et al., “Human mobility modeling at metropolitan …
Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services
… studies analyze LTT using only GPS trace data, in which the … shares similar characteristics
with other metro areas where the … for using urban taxi-related GPS combined with open source …
with other metro areas where the … for using urban taxi-related GPS combined with open source …
Revealing mobility pattern of taxi movements with its travel trajectory
… of a single taxi. In this paper, we study the mobility pattern of taxi movements by analyzing
the visiting sequences which record the cells (ie, locations) being visited by taxis. At the …
the visiting sequences which record the cells (ie, locations) being visited by taxis. At the …
[HTML][HTML] Individual mobility prediction review: Data, problem, method and application
Z Ma, P Zhang - Multimodal transportation, 2022 - Elsevier
… in/out of a metro station or bus, thus directly related to mobility activities. However, trajectory
… Mobile phone data Collected by a phone GPS device, cellular network or WIFI. longitude, …
… Mobile phone data Collected by a phone GPS device, cellular network or WIFI. longitude, …
Automatic urban road network extraction from massive GPS trajectories of taxis
… GPS trajectory data is intuitive, there is still a considerable gap between the raw GPS traces
… portion of extracted roads inside of the buffer met our requirements. This is the correctness. …
… portion of extracted roads inside of the buffer met our requirements. This is the correctness. …