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 …

Privacy-preserving generation and publication of synthetic trajectory microdata: A comprehensive survey

JW Kim, B Jang - Journal of Network and Computer Applications, 2024 - Elsevier
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 …

Privacy in trajectory micro-data publishing: a survey

M Fiore, P Katsikouli, E Zavou, M Cunche… - Transactions on Data …, 2020 - orbit.dtu.dk
We survey the literature on the privacy of trajectory micro-data, ie, spatiotemporal
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

A Berke, R Doorley, K Larson, E Moro - Proceedings of the 37th ACM …, 2022 - dl.acm.org
Location data collected from mobile devices represent mobility behaviors at individual and
societal levels. These data have important applications ranging from transportation planning …

Putting human behavior predictability in context

W Zhang, Q Shen, S Teso, B Lepri, A Passerini… - EPJ Data …, 2021 - epjds.epj.org
Various studies have investigated the predictability of different aspects of human behavior
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

A Brauer, V Mäkinen, L Ruotsalainen… - … , Environment and Urban …, 2024 - Elsevier
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 …

[HTML][HTML] GIS and transport modeling—Strengthening the spatial perspective

M Loidl, G Wallentin, R Cyganski, A Graser… - … International Journal of …, 2016 - mdpi.com
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 …

Biometrics: In search of identity and security (Q & A)

Z Akhtar, A Hadid, MS Nixon, M Tistarelli… - IEEE …, 2018 - ieeexplore.ieee.org
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) …

Please forget where I was last summer: The privacy risks of public location (meta) data

K Drakonakis, P Ilia, S Ioannidis, J Polakis - arxiv preprint arxiv …, 2019 - arxiv.org
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 …

Ethical implications of location and accelerometer measurement in health research studies with mobile sensing devices

D Fuller, M Shareck, K Stanley - Social Science & Medicine, 2017 - Elsevier
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 …