37 citations · 55 across the 4 of their papers we have counts for
4 papers · 1 filter
Generative Models for Synthetic Urban Mobility Data: A Systematic Literature Review
Alexandra Kapp, Julia Hansmeyer, Helena Mihaljević
Although highly valuable for a variety of applications, urban mobility data is rarely made openly available as it contains sensitive personal information. Synthetic data aims to so…
Collection, usage and privacy of mobility data in the enterprise and public administrations
Alexandra Kapp
Human mobility data is a crucial resource for urban mobility management, but it does not come without personal reference. The implementation of security measures such as anonymizat…
Reconsidering utility: unveiling the limitations of synthetic mobility data generation algorithms in real-life scenarios
Alexandra Kapp, Helena Mihaljević
In recent years, there has been a surge in the development of models for the generation of synthetic mobility data. These models aim to facilitate the sharing of data while safegua…
Towards Standardized Mobility Reports with User-Level Privacy
Alexandra Kapp, Saskia Nuñez von Voigt, Helena Mihaljević +1
The importance of human mobility analyses is growing in both research and practice, especially as applications for urban planning and mobility rely on them. Aggregate statistics an…