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The exciting potential and daunting challenge of using GPS human-mobility data for epidemic modeling
F Barreras, DJ Watts - Nature Computational Science, 2024 - nature.com
Large-scale GPS location datasets hold immense potential for measuring human mobility
and interpersonal contact, both of which are essential for data-driven epidemiology …
and interpersonal contact, both of which are essential for data-driven epidemiology …
Privacy-preserving generation and publication of synthetic trajectory microdata: A comprehensive survey
The generation of trajectory data has increased dramatically with the advent and
widespread use of GPS-enabled devices. This rich source of data provides invaluable …
widespread use of GPS-enabled devices. This rich source of data provides invaluable …
Privacy in trajectory micro-data publishing: a survey
We survey the literature on the privacy of trajectory micro-data, ie, spatiotemporal
information about the mobility of individuals, whose collection is becoming increasingly …
information about the mobility of individuals, whose collection is becoming increasingly …
Generating synthetic mobility data for a realistic population with RNNs to improve utility and privacy
Location data collected from mobile devices represent mobility behaviors at individual and
societal levels. These data have important applications ranging from transportation planning …
societal levels. These data have important applications ranging from transportation planning …
Putting human behavior predictability in context
Various studies have investigated the predictability of different aspects of human behavior
such as mobility patterns, social interactions, and shop** and online behaviors. However …
such as mobility patterns, social interactions, and shop** and online behaviors. However …
[HTML][HTML] Time will not tell: Temporal approaches for privacy-preserving trajectory publishing
Fine-granular spatio-temporal trajectories, ie, time-stamped sequences of locations, play a
pivotal role in transport and urban analytics. However, sharing or publishing trajectory data …
pivotal role in transport and urban analytics. However, sharing or publishing trajectory data …
[HTML][HTML] GIS and transport modeling—Strengthening the spatial perspective
The movement and transport of people and goods is spatial by its very nature. Thus,
geospatial fundamentals of transport systems need to be adequately considered in transport …
geospatial fundamentals of transport systems need to be adequately considered in transport …
Biometrics: In search of identity and security (Q & A)
Though biometrics is widely being used in various applications, it still faces many
challenges. This article aims: i) to present an overview of biometrics and latest progress, ii) …
challenges. This article aims: i) to present an overview of biometrics and latest progress, ii) …
Please forget where I was last summer: The privacy risks of public location (meta) data
The exposure of location data constitutes a significant privacy risk to users as it can lead to
de-anonymization, the inference of sensitive information, and even physical threats. In this …
de-anonymization, the inference of sensitive information, and even physical threats. In this …
Ethical implications of location and accelerometer measurement in health research studies with mobile sensing devices
Quantification of individual behaviours using mobile sensing devices, including physical
activity and spatial location, is a rapidly growing field in both academic research and the …
activity and spatial location, is a rapidly growing field in both academic research and the …