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] The promises of big data and small data for travel behavior (aka human mobility) analysis
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 …
both involving understanding and modeling of how individuals move in time and space …
Human mobility: Models and applications
Recent years have witnessed an explosion of extensive geolocated datasets related to
human movement, enabling scientists to quantitatively study individual and collective …
human movement, enabling scientists to quantitatively study individual and collective …
Origin–destination trips by purpose and time of day inferred from mobile phone data
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 …
triangulated mobile phone records of millions of anonymized users. These records are first …
From cognitive maps to spatial schemas
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 …
across related experiences. Schemas have been studied separately in the realms of …
Smart city digital twins
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 …
socio-technological changes and transform into smarter cities. The success of such …
Understanding congested travel in urban areas
Rapid urbanization and increasing demand for transportation burdens urban road
infrastructures. The interplay of number of vehicles and available road capacity on their …
infrastructures. The interplay of number of vehicles and available road capacity on their …
The path most traveled: Travel demand estimation using big data resources
Rapid urbanization is placing increasing stress on already burdened transportation
infrastructure. Ubiquitous mobile computing and the massive data it generates presents new …
infrastructure. Ubiquitous mobile computing and the massive data it generates presents new …
Returners and explorers dichotomy in human mobility
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 …
insights on the quantitative patterns characterizing human mobility. In particular, numerous …