Modeling real-time human mobility based on mobile phone and transportation data fusion

Z Huang, X Ling, P Wang, F Zhang, Y Mao, T Lin… - … research part C …, 2018 - Elsevier
Even though a variety of human mobility models have been recently developed, models that
can capture real-time human mobility of urban populations in a sustainable and economical …

Urban human mobility: Data-driven modeling and prediction

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 …

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 …

Inferring dynamic origin-destination flows by transport mode using mobile phone data

D Bachir, G Khodabandelou, V Gauthier… - … Research Part C …, 2019 - Elsevier
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 …

A spatial econometric model for travel flow analysis and real-world applications with massive mobile phone data

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 …

A mobility analytical framework for big mobile data in densely populated area

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 …

Intra-urban human mobility and activity transition: Evidence from social media check-in data

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 …

Data-driven human mobility modeling: a survey and engineering guidance for mobile networking

A Hess, KA Hummel, WN Gansterer… - ACM Computing Surveys …, 2015 - dl.acm.org
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 …

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 …

A survey of human mobility models

G Solmaz, D Turgut - IEEE Access, 2019 - ieeexplore.ieee.org
Human mobility models are key components of various research fields including
transportation, mobile networks, disaster management, urban planning, and epidemic …