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 …

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 …

[PDF][PDF] A literature survey on smart cities

CT Yin, Z **ong, H Chen, JY Wang… - Science China …, 2015 - researchgate.net
Rapid urbanization creates new challenges and issues, and the smart city concept offers
opportunities to rise to these challenges, solve urban problems and provide citizens with a …

Smart cities of the future

M Batty, KW Axhausen, F Giannotti… - The European Physical …, 2012 - Springer
Here we sketch the rudiments of what constitutes a smart city which we define as a city in
which ICT is merged with traditional infrastructures, coordinated and integrated using new …

Spatial networks

M Barthélemy - Physics reports, 2011 - Elsevier
Complex systems are very often organized under the form of networks where nodes and
edges are embedded in space. Transportation and mobility networks, Internet, mobile phone …

[KNIHA][B] The structure and dynamics of cities

M Barthelemy - 2016 - books.google.com
With over half of the world's population now living in urban areas, the ability to model and
understand the structure and dynamics of cities is becoming increasingly valuable …

Uncovering urban human mobility from large scale taxi GPS data

J Tang, F Liu, Y Wang, H Wang - Physica A: Statistical Mechanics and its …, 2015 - Elsevier
Taxi GPS trajectories data contain massive spatial and temporal information of urban human
activity and mobility. Taking taxi as mobile sensors, the information derived from taxi trips …

[KNIHA][B] Fundamentals of complex networks: models, structures and dynamics

G Chen, X Wang, X Li - 2015 - books.google.com
Complex networks such as the Internet, WWW, transportation networks, power grids,
biological neural networks, and scientific cooperation networks of all kinds provide …

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 …

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 …