37 citations · 47 across the 3 of their papers we have counts for
3 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…
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…