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Human mobility: Models and applications
Recent years have witnessed an explosion of extensive geolocated datasets related to
human movement, enabling scientists to quantitatively study individual and collective …
human movement, enabling scientists to quantitatively study individual and collective …
Large-scale mobile traffic analysis: a survey
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 …
A multi-source dataset of urban life in the city of Milan and the Province of Trentino
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 …
of digital records that are constantly being produced by human activities such as accessing …
Trajectory recovery from ash: User privacy is not preserved in aggregated mobility data
Human mobility data has been ubiquitously collected through cellular networks and mobile
applications, and publicly released for academic research and commercial purposes for the …
applications, and publicly released for academic research and commercial purposes for the …
Computational socioeconomics
Uncovering the structure of socioeconomic systems and timely estimation of socioeconomic
status are significant for economic development. The understanding of socioeconomic …
status are significant for economic development. The understanding of socioeconomic …
Machine learning at the edge: A data-driven architecture with applications to 5G cellular networks
The fifth generation of cellular networks (5G) will rely on edge cloud deployments to satisfy
the ultra-low latency demand of future applications. In this paper, we argue that such …
the ultra-low latency demand of future applications. In this paper, we argue that such …
[HTML][HTML] Exploring intra-urban human mobility and daily activity patterns from the lens of dockless bike-sharing: A case study of Bei**g, China
In recent years, the emergence of dockless bike-sharing has brought new ways of
transportation, while also providing support for observing urban dynamics at a finer …
transportation, while also providing support for observing urban dynamics at a finer …
TRANSIT: Fine-grained human mobility trajectory inference at scale with mobile network signaling data
Call detail records (CDR) collected by mobile phone network providers have been largely
used to model and analyze human-centric mobility. Despite their potential, they are limited in …
used to model and analyze human-centric mobility. Despite their potential, they are limited in …
[책][B] Twitter as data
ZC Steinert-Threlkeld - 2018 - cambridge.org
The rise of the internet and mobile telecommunications has created the possibility of using
large datasets to understand behavior at unprecedented levels of temporal and geographic …
large datasets to understand behavior at unprecedented levels of temporal and geographic …
[HTML][HTML] Electricity consumption and household characteristics: Implications for census-taking in a smart metered future
This paper assesses the feasibility of determining key household characteristics based on
temporal load profiles of household electricity demand. It is known that household …
temporal load profiles of household electricity demand. It is known that household …