Z Xiao, Y Wang, K Fu, F Wu - ISPRS International Journal of Geo …, 2017 - mdpi.com
Recognition of transportation modes can be used in different applications including human behavior research, transport management and traffic control. Previous work on …
Y Zheng, X Xie - ACM Transactions on Intelligent Systems and …, 2011 - dl.acm.org
The advance of GPS-enabled devices allows people to record their location histories with GPS traces, which imply human behaviors and preferences related to travel. In this article …
N Schuessler, KW Axhausen - Transportation Research …, 2009 - journals.sagepub.com
Since the first Global Positioning System (GPS) studies in the mid-1990s, this method of surveying individual travel behavior has gained attention in transport research. Compared …
Matching a raw GPS trajectory to roads on a digital map is often referred to as the Map Matching problem. However, the occurrence of the low-sampling-rate trajectories (eg one …
GPS trajectories serve as a significant data source for travel mode identification along with the development of various GPS-enabled smart devices. However, such data directly …
R Zhang, P Xie, C Wang, G Liu, S Wan - Computer Networks, 2019 - Elsevier
With the rapid development of mobile Internet, the Internet of Things and other new technologies, mobile devices are generating massive amounts of spatio-temporal trajectory …
Y Zheng - Computing with spatial trajectories, 2011 - Springer
In this chapter, we introduce and define the meaning of location-based social network (LBSN) and discuss the research philosophy behind LBSNs from the perspective of users …
Identification of travelers' transportation modes is a fundamental step for various problems that arise in the domain of transportation such as travel demand analysis, transport planning …
Understanding travel behaviour and travel demand is of constant importance to transportation communities and agencies in every country. Nowadays, attempts have been …