Exploring human mobility patterns in urban scenarios: A trajectory data perspective

F Xia, J Wang, X Kong, Z Wang, J Li… - IEEE Communications …, 2018 - ieeexplore.ieee.org
Smart cities have been recognized as a promising research focus around the world. To
realize smart cities, computation and utilization of big data are key factors. More specifically …

Spotting trip purposes from taxi trajectories: A general probabilistic model

P Wang, G Liu, Y Fu, Y Zhou, J Li - ACM Transactions on Intelligent …, 2017 - dl.acm.org
What is the purpose of a trip? What are the unique human mobility patterns and spatial
contexts in or near the pickup points and delivery points of trajectories for a specific trip …

Cellular-based data-extracting method for trip distribution

C Pan, J Lu, S Di, B Ran - Transportation research record, 2006 - journals.sagepub.com
With the rapid development of cell phone–locating technologies, traffic data–extracting
methods through cell phones start to play an important role in urban transportation planning …

Origin–destination trips by purpose and time of day inferred from mobile phone data

L Alexander, S Jiang, M Murga, MC González - … research part c: emerging …, 2015 - Elsevier
In this work, we present methods to estimate average daily origin–destination trips from
triangulated mobile phone records of millions of anonymized users. These records are first …

Visualizing the relationship between human mobility and points of interest

W Zeng, CW Fu, SM Arisona… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
In transportation studies, one fundamental problem is to analyze the departures and arrivals
at locations in order to predict the travel demands for urban planning and traffic …

Exploring human mobility with multi-source data at extremely large metropolitan scales

D Zhang, J Huang, Y Li, F Zhang, C Xu… - Proceedings of the 20th …, 2014 - dl.acm.org
Expanding our knowledge about human mobility is essential for building efficient wireless
protocols and mobile applications. Previous human mobility studies have typically been built …

Human mobility synchronization and trip purpose detection with mixture of hawkes processes

P Wang, Y Fu, G Liu, W Hu, C Aggarwal - Proceedings of the 23rd ACM …, 2017 - dl.acm.org
While exploring human mobility can benefit many applications such as smart transportation,
city planning, and urban economics, there are two key questions that need to be …

Spatio-temporal trajectory estimation based on incomplete Wi-Fi probe data in urban rail transit network

J Gu, Z Jiang, Y Sun, M Zhou, S Liao, J Chen - Knowledge-Based Systems, 2021 - Elsevier
This study presents a methodology for estimating passenger's spatio-temporal trajectory with
personalization and timeliness by using incomplete Wi-Fi probe data in urban rail transit …

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 …

Methodology for identifying activities from GPS data streams

V Usyukov - Procedia Computer Science, 2017 - Elsevier
When the global positioning system became available for civil uses in the early 1990s, there
was an enthusiasm and anticipation that information stored in GPS data streams would …