Transport mode detection based on mobile phone network data: A systematic review

H Huang, Y Cheng, R Weibel - Transportation Research Part C: Emerging …, 2019 - Elsevier
The rapid development in telecommunication networks is producing a huge amount of
information regarding how people (with their mobile devices) move and behave over space …

Transportation mode detection–an in-depth review of applicability and reliability

AC Prelipcean, G Gidófalvi, YO Susilo - Transport reviews, 2017 - Taylor & Francis
The wide adoption of location-enabled devices, together with the acceptance of services that
leverage (personal) data as payment, allows scientists to push through some of the previous …

Human dynamics in the mobile and big data era

SL Shaw, MH Tsou, X Ye - International Journal of Geographical …, 2016 - Taylor & Francis
Human dynamics is a term that has been used and investigated by researchers in various
fields from very different perspectives. BarabásiLs (2005) publication of LThe origin of bursts …

A review of GPS trajectories classification based on transportation mode

X Yang, K Stewart, L Tang, Z Xie, Q Li - Sensors, 2018 - mdpi.com
GPS trajectories generated by moving objects provide researchers with an excellent
resource for revealing patterns of human activities. Relevant research based on GPS …

Trajectory-as-a-Sequence: A novel travel mode identification framework

J Zeng, Y Yu, Y Chen, D Yang, L Zhang… - … Research Part C …, 2023 - Elsevier
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 …

Field-road trajectory segmentation for agricultural machinery based on direction distribution

Y Chen, X Zhang, C Wu, G Li - Computers and Electronics in Agriculture, 2021 - Elsevier
Field-road segmentation that automatically divides a trajectory into a sequence of field/road
segments is an important component in segmentation process for the trajectories of …

Collecting travel diaries: Current state of the art, best practices, and future research directions

AC Prelipcean, YO Susilo, G Gidófalvi - Transportation Research Procedia, 2018 - Elsevier
The amount of useful information that can be extracted from travel diaries is matched by the
difficulty of obtaining travel diaries in a modern era where the response rate to traditional …

MEILI: A travel diary collection, annotation and automation system

AC Prelipcean, G Gidófalvi, YO Susilo - Computers, Environment and …, 2018 - Elsevier
The increased interest in the automation of travel diary collection, together with the ease of
access to new artificial intelligence methods led scientists to explore the prerequisites to the …

Smartphone based travel diary collection: experiences from a field trial in Stockholm

A Allström, I Kristoffersson, Y Susilo - Transportation research procedia, 2017 - Elsevier
Currently, there is a great need for new methods to collect travel data. Traditional methods
have considerable drawbacks and, at the same time, the models used to analyse the …

Human dynamics in space and time: A brief history and a view forward

M Yuan - Transactions in GIS, 2018 - Wiley Online Library
This article highlights the key intellectual development in human dynamics research,
examines the modeling emphases in publications, and argues for research directions in …