Latent representation models for mining geo-spatial data

• Main Author: Liu, Yiding
• Other Authors: Cong Gao
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Computer science and engineering::Mathematics of computing::Probability and statistics
• Online Access: https://hdl.handle.net/10356/137358
• Institution: Nanyang Technological University

With the proliferation of mobile devices and location-based services (LBS), huge amounts of geo-spatial data (e.g., check-ins, points of interest, GPS traces) are becoming available from numerous sources. These data provides us unprecedented opportunities to uncover the complex semantics and dynamic...