[HTML][HTML] A review of GPS trajectories classification based on transportation mode
GPS trajectories generated by moving objects provide researchers with an excellent
resource for revealing patterns of human activities. Relevant research based on GPS …
resource for revealing patterns of human activities. Relevant research based on GPS …
Are we there yet? Assessing smartphone apps as full-fledged tools for activity-travel surveys
C Harding, A Faghih Imani, S Srikukenthiran, EJ Miller… - Transportation, 2021 - Springer
Given the limitations of traditional methods of data collection and the increased use of
smartphones, there is growing attention given to using smartphone apps for activity-travel …
smartphones, there is growing attention given to using smartphone apps for activity-travel …
Exploratory analysis of a smartphone-based travel survey in Singapore
Future Mobility Sensing (FMS) is an innovative smartphone-based travel survey that was
field-tested in 2012 and 2013, together with the Household Interview Travel Survey (HITS) …
field-tested in 2012 and 2013, together with the Household Interview Travel Survey (HITS) …
Trajectory-as-a-Sequence: A novel travel mode identification framework
Identifying travel modes from GPS tracks, as an essential technique to understand the travel
behavior of a population, has received widespread interest over the past decade. While …
behavior of a population, has received widespread interest over the past decade. While …
Insights on data quality from a large-scale application of smartphone-based travel survey technology in the Phoenix metropolitan area, Arizona, USA
Collecting accurate travel data is vital for transportation planning purposes. Regional travel
demand forecasts as well as transportation system analyses depend on datasets that …
demand forecasts as well as transportation system analyses depend on datasets that …
[HTML][HTML] An automated approach from GPS traces to complete trip information
Recent advances in communication technologies have enabled researchers to collect travel
data based on ubiquitous and location-aware smartphones. These advances hold out the …
data based on ubiquitous and location-aware smartphones. These advances hold out the …
An app-assisted travel survey in official statistics: Possibilities and challenges
Advances in smartphone technology have allowed for individuals to have access to near-
continuous location tracking at a very precise level. As the backbone of mobility research …
continuous location tracking at a very precise level. As the backbone of mobility research …
Commercial vehicle activity prediction with imbalanced class distribution using a hybrid sampling and gradient boosting approach
Recent advancements in information and communication technologies have led to the
ubiquitous use of mobile sensing devices, such as smartphones and vehicle trackers, to …
ubiquitous use of mobile sensing devices, such as smartphones and vehicle trackers, to …
[HTML][HTML] Assessing older adults' daily mobility: a comparison of GPS-derived and self-reported mobility indicators
Interest in global positioning system (GPS)-based mobility assessment for health and aging
research is growing, and with it the demand for validated GPS-based mobility indicators …
research is growing, and with it the demand for validated GPS-based mobility indicators …
Enriching activity-based models using smartphone-based travel surveys
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 …
to improve data quality and response rate. One of the first such survey systems, Future …