Future directions in human mobility science

L Pappalardo, E Manley, V Sekara… - Nature computational …, 2023 - nature.com
We provide a brief review of human mobility science and present three key areas where we
expect to see substantial advancements. We start from the mind and discuss the need to …

A survey on deep learning for human mobility

M Luca, G Barlacchi, B Lepri… - ACM Computing Surveys …, 2021 - dl.acm.org
The study of human mobility is crucial due to its impact on several aspects of our society,
such as disease spreading, urban planning, well-being, pollution, and more. The …

[HTML][HTML] The promises of big data and small data for travel behavior (aka human mobility) analysis

C Chen, J Ma, Y Susilo, Y Liu, M Wang - Transportation research part C …, 2016 - Elsevier
The last decade has witnessed very active development in two broad, but separate fields,
both involving understanding and modeling of how individuals move in time and space …

Human mobility: Models and applications

H Barbosa, M Barthelemy, G Ghoshal, CR James… - Physics Reports, 2018 - Elsevier
Recent years have witnessed an explosion of extensive geolocated datasets related to
human movement, enabling scientists to quantitatively study individual and collective …

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 …

From cognitive maps to spatial schemas

D Farzanfar, HJ Spiers, M Moscovitch… - Nature Reviews …, 2023 - nature.com
A schema refers to a structured body of prior knowledge that captures common patterns
across related experiences. Schemas have been studied separately in the realms of …

Smart city digital twins

N Mohammadi, JE Taylor - 2017 IEEE Symposium Series on …, 2017 - ieeexplore.ieee.org
Driven by the challenges of rapid urbanization, cities are determined to implement advanced
socio-technological changes and transform into smarter cities. The success of such …

Understanding congested travel in urban areas

S Çolak, A Lima, MC González - Nature communications, 2016 - nature.com
Rapid urbanization and increasing demand for transportation burdens urban road
infrastructures. The interplay of number of vehicles and available road capacity on their …

The path most traveled: Travel demand estimation using big data resources

JL Toole, S Colak, B Sturt, LP Alexander… - … Research Part C …, 2015 - Elsevier
Rapid urbanization is placing increasing stress on already burdened transportation
infrastructure. Ubiquitous mobile computing and the massive data it generates presents new …

Returners and explorers dichotomy in human mobility

L Pappalardo, F Simini, S Rinzivillo… - Nature …, 2015 - nature.com
The availability of massive digital traces of human whereabouts has offered a series of novel
insights on the quantitative patterns characterizing human mobility. In particular, numerous …