Deriving personal trip data from GPS data: A literature review on the existing methodologies
GPS technology was used in person trip (PT) survey since mid-1990, and this technology
achieved its popularity because of the improvement of accuracy and portability of GPS …
achieved its popularity because of the improvement of accuracy and portability of GPS …
[HTML][HTML] Review and evaluation of methods in transport mode detection based on GPS tracking data
Mobility data, based on global positioning system (GPS) tracking, have been widely used in
many areas, such as analyzing travel patterns, investigating transport safety and efficiency …
many areas, such as analyzing travel patterns, investigating transport safety and efficiency …
Measuring global multi-scale place connectivity using geotagged social media data
Shaped by human movement, place connectivity is quantified by the strength of spatial
interactions among locations. For decades, spatial scientists have researched place …
interactions among locations. For decades, spatial scientists have researched place …
Real-time trip purpose prediction using online location-based search and discovery services
The use of smartphone technology is increasingly considered a state-of-the-art practice in
travel data collection. Researchers have investigated various methods to automatically …
travel data collection. Researchers have investigated various methods to automatically …
Travel mode detection with varying smartphone data collection frequencies
MA Shafique, E Hato - Sensors, 2016 - mdpi.com
Smartphones are becoming increasingly popular day-by-day. Modern smartphones are
more than just calling devices. They incorporate a number of high-end sensors that provide …
more than just calling devices. They incorporate a number of high-end sensors that provide …
When is big data big enough? Implications of using GPS-based surveys for travel demand analysis
A Vij, K Shankari - Transportation Research Part C: Emerging …, 2015 - Elsevier
A number of studies in the last decade have argued that Global Positioning Systems (GPS)
based survey offer the potential to replace traditional travel diary surveys. GPS-based …
based survey offer the potential to replace traditional travel diary surveys. GPS-based …
[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 …
Comprehensive review of travel behavior and mobility pattern studies that used mobile phone data
MB Rojas IV, E Sadeghvaziri… - Transportation Research …, 2016 - journals.sagepub.com
Traditional data acquisition methods, such as surveys and diaries, used in transportation
studies have become burdensome and inefficient in comparison to the emerging sources of …
studies have become burdensome and inefficient in comparison to the emerging sources of …
Detecting travel modes from smartphone-based travel surveys with continuous hidden Markov models
G Xiao, Q Cheng, C Zhang - International Journal of …, 2019 - journals.sagepub.com
In the last decades, studies on travel mode detection from location data have been
increasing exponentially. However, these studies have struggled with three limitations: data …
increasing exponentially. However, these studies have struggled with three limitations: data …
On the requirements on spatial accuracy and sampling rate for transport mode detection in view of a shift to passive signalling data
GPS based campaigns have been hailed as an alternative to transportation surveys that
promise relatively high accuracy at a relatively low burden on the participants and fewer …
promise relatively high accuracy at a relatively low burden on the participants and fewer …