Generating a synthetic probabilistic daily activity-location schedule using large-scale, long-term and low-frequency smartphone GPS data with limited activity …

Y Cui, Q He, L Bian - Transportation Research Part C: Emerging …, 2021 - Elsevier
Household travel survey data is a critical input to travel behavior modeling, and it also can
be used to generate trip schedules for activity-based traffic simulation. With emerging …

Activity-Based Model using GPS Data and Google APIs

Y Tran, N Hashimoto, T Ando, T Sato… - 2022 IEEE 25th …, 2022 - ieeexplore.ieee.org
This study explores the potentials of utilizing GPS data for Activity-Based Models, under the
condition that no additional information, such as travel diaries, is required. To extract activity …

Enriching activity-based models using smartphone-based travel surveys

B Nahmias-Biran, Y Han, S Bekhor… - Transportation …, 2018 - journals.sagepub.com
Smartphone-based travel surveys have attracted much attention recently, for their potential
to improve data quality and response rate. One of the first such survey systems, Future …

[HTML][HTML] An anonymised longitudinal GPS location dataset to understand changes in activity-travel behaviour between pre-and post-COVID periods

MG Moncayo-Unda, M Van Droogenbroeck, I Saadi… - Data in Brief, 2022 - Elsevier
Collecting GPS data using mobile devices is essential to understanding human mobility.
However, getting this type of data is tricky because of some specific features of mobile …

A seven-day smartphone-based gps household travel survey in indiana

E Greene, L Flake, K Hathaway, M Geilich - 2016 - trid.trb.org
Traditional household travel surveys (HTS) typically collect a single day of travel from a
sample of residents in a region. The picture of regional travel is thus based upon a sample of …

Moving beyond observed outcomes: integrating global positioning systems and interactive computer-based travel behavior surveys

ST Doherty, N Noël, ML Gosselin, C Sirois, M Ueno - 2001 - trid.trb.org
This paper focuses on the use of the Global Positioning System (GPS) to enhance and
extend travel behavior survey methods. The paper first describes the testing of a passive …

[HTML][HTML] An empirical comparison of four technology-mediated travel survey methods

H Safi, B Assemi, M Mesbah, L Ferreira - Journal of traffic and …, 2017 - Elsevier
The increasing demand for advanced modelling methods, which can reflect complex travel
activities of individuals, requires enhanced travel data collection methods. The introduction …

Using App Usage Data from Mobile Devices to Improve Activity-based Travel Demand Models

AB Rodr, J Burrieza-Gal, J Jos… - … Transactions on Big …, 2024 - ieeexplore.ieee.org
In the last years we have seen several studies showing the potential of mobile network data
to reconstruct activity and mobility patterns of the population. These data sources allow …

Building a validation measure for activity-based transportation models based on mobile phone data

F Liu, D Janssens, JX Cui, YP Wang, G Wets… - Expert Systems with …, 2014 - Elsevier
Activity-based micro-simulation transportation models typically predict 24-h activity-travel
sequences for each individual in a study area. These sequences serve as a key input for …

Mining activity pattern trajectories and allocating activities in the network

M Allahviranloo, W Recker - Transportation, 2015 - Springer
GPS enabled devices, generating high-resolution spatial–temporal data, are opening new
lines of possibilities for transportation applications in both planning and research. Mining …