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 …

[PDF][PDF] Understanding predictability and exploration in human mobility

A Cuttone, S Lehmann, MC González - EPJ Data Science, 2018 - Springer
Predictive models for human mobility have important applications in many fields including
traffic control, ubiquitous computing, and contextual advertisement. The predictive …

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 …

Evidence for a conserved quantity in human mobility

L Alessandretti, P Sapiezynski, V Sekara… - Nature human …, 2018 - nature.com
Recent seminal works on human mobility have shown that individuals constantly exploit a
small set of repeatedly visited locations,–. A concurrent study has emphasized the …

Smooth: a simple way to model human mobility

A Munjal, T Camp, WC Navidi - … of the 14th ACM international conference …, 2011 - dl.acm.org
In addition to being realistic, a mobility model should be easy to understand and use.
Unfortunately, most of the simple mobility models proposed thus far are not realistic and …

Analyzing large-scale human mobility data: a survey of machine learning methods and applications

E Toch, B Lerner, E Ben-Zion, I Ben-Gal - Knowledge and Information …, 2019 - Springer
Human mobility patterns reflect many aspects of life, from the global spread of infectious
diseases to urban planning and daily commute patterns. In recent years, the prevalence of …

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 …

Limits of predictability in human mobility

C Song, Z Qu, N Blumm, AL Barabási - Science, 2010 - science.org
A range of applications, from predicting the spread of human and electronic viruses to city
planning and resource management in mobile communications, depend on our ability to …

[PDF][PDF] The effect of recency to human mobility

H Barbosa, FB de Lima-Neto, A Evsukoff, R Menezes - EPJ Data Science, 2015 - Springer
In recent years, we have seen scientists attempt to model and explain human dynamics and
in particular human movement. Many aspects of our complex life are affected by human …

The scales of human mobility

L Alessandretti, U Aslak, S Lehmann - Nature, 2020 - nature.com
There is a contradiction at the heart of our current understanding of individual and collective
mobility patterns. On the one hand, a highly influential body of literature on human mobility …