Large-scale mobile traffic analysis: a survey
D Naboulsi, M Fiore, S Ribot… - … Surveys & Tutorials, 2015 - ieeexplore.ieee.org
This article surveys the literature on analyses of mobile traffic collected by operators within
their network infrastructure. This is a recently emerged research field, and, apart from a few …
their network infrastructure. This is a recently emerged research field, and, apart from a few …
Data from mobile phone operators: A tool for smarter cities?
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 …
planning, and for reducing inefficiencies in present-day urban systems. Data from mobile …
[HTML][HTML] Utilizing cloud computing to address big geospatial data challenges
Big Data has emerged with new opportunities for research, development, innovation and
business. It is characterized by the so-called four Vs: volume, velocity, veracity and variety …
business. It is characterized by the so-called four Vs: volume, velocity, veracity and variety …
Prediction of socioeconomic levels using cell phone records
The socioeconomic status of a population or an individual provides an understanding of its
access to housing, education, health or basic services like water and electricity. In itself, it is …
access to housing, education, health or basic services like water and electricity. In itself, it is …
A characterization of the COVID-19 pandemic impact on a mobile network operator traffic
During early 2020, the SARS-CoV-2 virus rapidly spread worldwide, forcing many
governments to impose strict lock-down measures to tackle the pandemic. This significantly …
governments to impose strict lock-down measures to tackle the pandemic. This significantly …
Evaluation of home detection algorithms on mobile phone data using individual-level ground truth
Inferring mobile phone users' home location, ie, assigning a location in space to a user
based on data generated by the mobile phone network, is a central task in leveraging …
based on data generated by the mobile phone network, is a central task in leveraging …
Assessing the quality of home detection from mobile phone data for official statistics
Mobile phone data are an interesting new data source for official statistics. However,
multiple problems and uncertainties need to be solved before these data can inform, support …
multiple problems and uncertainties need to be solved before these data can inform, support …
A data-driven approach for origin–destination matrix construction from cellular network signalling data: a case study of Lyon region (France)
Spatiotemporal data, and more specifically origin–destination matrices, are critical inputs to
mobility studies for transportation planning and urban management purposes. Traditionally …
mobility studies for transportation planning and urban management purposes. Traditionally …
On the relationship between socio-economic factors and cell phone usage
V Frias-Martinez, J Virseda - … of the fifth international conference on …, 2012 - dl.acm.org
The ubiquitous presence of cell phones in emerging economies has brought about a wide
range of cell phone-based services for low-income groups. Often times, the success of such …
range of cell phone-based services for low-income groups. Often times, the success of such …
[HTML][HTML] Exploring night and day socio-spatial segregation based on mobile phone data: The case of Medellin (Colombia)
B Moya-Gómez, M Stępniak… - … Environment and Urban …, 2021 - Elsevier
Social segregation research has a long tradition in urban studies. Usually, these studies
focus on the residential dimension, using official registries (eg, census data), which show …
focus on the residential dimension, using official registries (eg, census data), which show …