Future directions in human mobility science
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 …
expect to see substantial advancements. We start from the mind and discuss the need to …
A survey on deep learning for human mobility
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 …
such as disease spreading, urban planning, well-being, pollution, and more. The …
[HTML][HTML] Population flow drives spatio-temporal distribution of COVID-19 in China
Sudden, large-scale and diffuse human migration can amplify localized outbreaks of
disease into widespread epidemics 1, 2, 3, 4. Rapid and accurate tracking of aggregate …
disease into widespread epidemics 1, 2, 3, 4. Rapid and accurate tracking of aggregate …
The universal visitation law of human mobility
Human mobility impacts many aspects of a city, from its spatial structure,–to its response to
an epidemic,,–. It is also ultimately key to social interactions, innovation, and productivity …
an epidemic,,–. It is also ultimately key to social interactions, innovation, and productivity …
COVID-19 lockdown induces disease-mitigating structural changes in mobility networks
In the wake of the COVID-19 pandemic many countries implemented containment measures
to reduce disease transmission. Studies using digital data sources show that the mobility of …
to reduce disease transmission. Studies using digital data sources show that the mobility of …
The scales of human mobility
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 …
mobility patterns. On the one hand, a highly influential body of literature on human mobility …
A deep gravity model for mobility flows generation
The movements of individuals within and among cities influence critical aspects of our
society, such as well-being, the spreading of epidemics, and the quality of the environment …
society, such as well-being, the spreading of epidemics, and the quality of the environment …
Evaluating the effect of demographic factors, socioeconomic factors, and risk aversion on mobility during the COVID-19 epidemic in France under lockdown: a …
Summary Background On March 17, 2020, French authorities implemented a nationwide
lockdown to respond to the COVID-19 epidemic and curb the surge of patients requiring …
lockdown to respond to the COVID-19 epidemic and curb the surge of patients requiring …
Multiscale dynamic human mobility flow dataset in the US during the COVID-19 epidemic
Understanding dynamic human mobility changes and spatial interaction patterns at different
geographic scales is crucial for assessing the impacts of non-pharmaceutical interventions …
geographic scales is crucial for assessing the impacts of non-pharmaceutical interventions …
Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook
As cities continue to burgeon, Urban Computing emerges as a pivotal discipline for
sustainable development by harnessing the power of cross-domain data fusion from diverse …
sustainable development by harnessing the power of cross-domain data fusion from diverse …