J Wang, X Kong, F Xia, L Sun - ACM SIGKDD explorations newsletter, 2019 - dl.acm.org
Human mobility is a multidisciplinary field of physics and computer science and has drawn a lot of attentions in recent years. Some representative models and prediction approaches …
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 …
Fast urbanization generates increasing amounts of travel flows, urging the need for efficient transport planning policies. In parallel, mobile phone data have emerged as the largest …
L Ni, XC Wang, XM Chen - Transportation research part C: emerging …, 2018 - Elsevier
Cellular signaling data provide a massive and emerging source for acquiring urban origin– destination (OD) travel flow information, supporting decision making on large-scale mobility …
Y Qiao, Y Cheng, J Yang, J Liu… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Due to the pervasiveness of mobile devices, a vast amount of geolocated data is generated, which allows us to gain deep insight into human behavior. Among other data sources, the …
L Wu, Y Zhi, Z Sui, Y Liu - PloS one, 2014 - journals.plos.org
Most existing human mobility literature focuses on exterior characteristics of movements but neglects activities, the driving force that underlies human movements. In this research, we …
Over the last decades, modeling of user mobility has become increasingly important in mobile networking research and development. This has led to the adoption of modeling …
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 models are key components of various research fields including transportation, mobile networks, disaster management, urban planning, and epidemic …