Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond

arXiv:2403.14151v1 Announce Type: new
Abstract: Trajectory computing is a pivotal domain encompassing trajectory data management and mining, garnering widespread attention due to its crucial role in various practical applications such as location services, urban traffic, and public safety. Traditional methods, focusing on simplistic spatio-temporal features, face challenges of complex calculations, limited scalability, and inadequate adaptability to real-world complexities. In this paper, we present a comprehensive review of the development and recent advances in deep learning for trajectory computing (DL4Traj). We …

arxiv beyond cs.ai cs.cy cs.db cs.lg data data management deep learning management mining survey trajectory type