Measuring objective and subjective well-being: dimensions and data sources
Well-being is an important value for people's lives, and it could be considered as an index of
societal progress. Researchers have suggested two main approaches for the overall …
societal progress. Researchers have suggested two main approaches for the overall …
[HTML][HTML] The promises of big data and small data for travel behavior (aka human mobility) analysis
The last decade has witnessed very active development in two broad, but separate fields,
both involving understanding and modeling of how individuals move in time and space …
both involving understanding and modeling of how individuals move in time and space …
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 …
Transport mode detection based on mobile phone network data: A systematic review
The rapid development in telecommunication networks is producing a huge amount of
information regarding how people (with their mobile devices) move and behave over space …
information regarding how people (with their mobile devices) move and behave over space …
Understanding the bias of call detail records in human mobility research
In recent years, call detail records (CDRs) have been widely used in human mobility
research. Although CDRs are originally collected for billing purposes, the vast amount of …
research. Although CDRs are originally collected for billing purposes, the vast amount of …
[HTML][HTML] On data processing required to derive mobility patterns from passively-generated mobile phone data
Passively-generated mobile phone data is emerging as a potential data source for
transportation research and applications. Despite the large amount of studies based on the …
transportation research and applications. Despite the large amount of studies based on the …
Data-driven generation of spatio-temporal routines in human mobility
L Pappalardo, F Simini - Data Mining and Knowledge Discovery, 2018 - Springer
The generation of realistic spatio-temporal trajectories of human mobility is of fundamental
importance in a wide range of applications, such as the developing of protocols for mobile …
importance in a wide range of applications, such as the developing of protocols for mobile …
An analytical framework to nowcast well-being using mobile phone data
An intriguing open question is whether measurements derived from Big Data recording
human activities can yield high-fidelity proxies of socio-economic development and well …
human activities can yield high-fidelity proxies of socio-economic development and well …
[HTML][HTML] Mining daily activity chains from large-scale mobile phone location data
L Yin, N Lin, Z Zhao - Cities, 2021 - Elsevier
Understanding residents' daily activity chains provides critical support for various
applications in transportation, public health and many other related fields. Recently, mobile …
applications in transportation, public health and many other related fields. Recently, mobile …
Clustering weekly patterns of human mobility through mobile phone data
E Thuillier, L Moalic, S Lamrous… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
With the rapid growth of cell phone networks during the last decades, call detail records
(CDR) have been used as approximate indicators for large scale studies on human and …
(CDR) have been used as approximate indicators for large scale studies on human and …