Urban sensing using mobile phone network data: a survey of research

F Calabrese, L Ferrari, VD Blondel - Acm computing surveys (csur), 2014 - dl.acm.org
The recent development of telecommunication networks is producing an unprecedented
wealth of information and, as a consequence, an increasing interest in analyzing such data …

Urban sensing based on mobile phone data: Approaches, applications, and challenges

M Ghahramani, MC Zhou… - IEEE/CAA Journal of …, 2020 - ieeexplore.ieee.org
Data volume grows explosively with the proliferation of powerful smartphones and
innovative mobile applications. The ability to accurately and extensively monitor and …

A tale of ten cities: Characterizing signatures of mobile traffic in urban areas

A Furno, M Fiore, R Stanica, C Ziemlicki… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Urban landscapes present a variety of socio-topological environments that are associated to
diverse human activities. As the latter affect the way individuals connect with each other, a …

AllAboard: a system for exploring urban mobility and optimizing public transport using cellphone data

M Berlingerio, F Calabrese, G Di Lorenzo… - Machine Learning and …, 2013 - Springer
Introduction The deep penetration of mobile phones offers cities the ability to
opportunistically monitor citizens' interactions and use data-driven insights to better plan and …

Data from mobile phone operators: A tool for smarter cities?

J Steenbruggen, E Tranos, P Nijkamp - Telecommunications Policy, 2015 - Elsevier
The use of mobile phone data provides new spatio-temporal tools for improving urban
planning, and for reducing inefficiencies in present-day urban systems. Data from mobile …

Allaboard: Visual exploration of cellphone mobility data to optimise public transport

G Di Lorenzo, ML Sbodio, F Calabrese… - Proceedings of the 19th …, 2014 - dl.acm.org
The deep penetration of mobile phones offers cities the ability to opportunistically monitor
citizensfi mobility and use data-driven insights to better plan and manage services. In this …

Automated land use identification using cell-phone records

V Soto, E Frías-Martínez - Proceedings of the 3rd ACM international …, 2011 - dl.acm.org
Pervasive large-scale infrastructures generate datasets that contain human behavior info
rmation. In this context, cell phones and cell phone networks, due to its pervasiveness, can …

Cellular census: Explorations in urban data collection

J Reades, F Calabrese, A Sevtsuk… - IEEE Pervasive …, 2007 - ieeexplore.ieee.org
Much of our understanding of urban systems comes from traditional data collection methods
such as surveys by person or phone. These approaches can provide detailed information …

Eigenplaces: analysing cities using the space–time structure of the mobile phone network

J Reades, F Calabrese, C Ratti - Environment and planning …, 2009 - journals.sagepub.com
Several attempts have already been made to use telecommunications networks for urban
research, but the datasets employed have typically been neither dynamic nor fine grained …

Large-scale study of city dynamics and urban social behavior using participatory sensing

TH Silva, POSV De Melo, JM Almeida… - IEEE Wireless …, 2014 - ieeexplore.ieee.org
The ubiquitous availability of computing technology such as smartphones, tablets, and other
easily portable devices, and the worldwide adoption of social networking sites make it …