Data science and analytics: an overview from data-driven smart computing, decision-making and applications perspective

IH Sarker - SN Computer Science, 2021 - Springer
The digital world has a wealth of data, such as internet of things (IoT) data, business data,
health data, mobile data, urban data, security data, and many more, in the current age of the …

[PDF][PDF] A survey of results on mobile phone datasets analysis

VD Blondel, A Decuyper, G Krings - EPJ data science, 2015 - Springer
In this paper, we review some advances made recently in the study of mobile phone
datasets. This area of research has emerged a decade ago, with the increasing availability …

The universal visitation law of human mobility

M Schläpfer, L Dong, K O'Keeffe, P Santi, M Szell… - Nature, 2021 - nature.com
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 …

Urban nature as a source of resilience during social distancing amidst the coronavirus pandemic.

K Samuelsson, S Barthel, J Colding, G Macassa… - 2020 - diva-portal.org
The 2020 coronavirus pandemic caused countries across the world to implement measures
of social distancing to curb spreading of COVID-19. The large and sudden disruptions to …

COVID-19 attack rate increases with city size

AJ Stier, MG Berman, L Bettencourt - arXiv preprint arXiv:2003.10376, 2020 - arxiv.org
The current outbreak of novel coronavirus disease 2019 (COVID-19) poses an
unprecedented global health and economic threat to interconnected human societies. Until …

Dynamic population mapping using mobile phone data

P Deville, C Linard, S Martin, M Gilbert… - Proceedings of the …, 2014 - National Acad Sciences
During the past few decades, technologies such as remote sensing, geographical
information systems, and global positioning systems have transformed the way the …

A multi-source dataset of urban life in the city of Milan and the Province of Trentino

G Barlacchi, M De Nadai, R Larcher, A Casella… - Scientific data, 2015 - nature.com
The study of socio-technical systems has been revolutionized by the unprecedented amount
of digital records that are constantly being produced by human activities such as accessing …

Smart city digital twins

N Mohammadi, JE Taylor - 2017 IEEE Symposium Series on …, 2017 - ieeexplore.ieee.org
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 …

The origins of scaling in cities

LMA Bettencourt - science, 2013 - science.org
Despite the increasing importance of cities in human societies, our ability to understand
them scientifically and manage them in practice has remained limited. The greatest …

Simple spatial scaling rules behind complex cities

R Li, L Dong, J Zhang, X Wang, WX Wang, Z Di… - Nature …, 2017 - nature.com
Although most of wealth and innovation have been the result of human interaction and
cooperation, we are not yet able to quantitatively predict the spatial distributions of three …