Reconsidering utility: unveiling the limitations of synthetic mobility data generation algorithms in real-life scenarios
Alexandra Kapp, Helena Mihaljević · 2023
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 safeguarding privacy, all while ensuring high utility and flexibility regarding potential applications. However, current utility evaluation methods fail to fully account for real-life requirements.