A Deep Gravity model for mobility flows generation

Autor: Filippo Simini, Gianni Barlacchi, Massimilano Luca, Luca Pappalardo
Jazyk: angličtina
Rok vydání: 2021
Předmět:
Zdroj: Nature Communications, Vol 12, Iss 1, Pp 1-13 (2021)
Druh dokumentu: article
ISSN: 2041-1723
DOI: 10.1038/s41467-021-26752-4
Popis: 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. Here, the authors use deep neural networks to discover non-linear relationships between geographical variables and mobility flows.
Databáze: Directory of Open Access Journals