A time-aware trajectory embedding model for next-location recommendation

• Main Authors: Zhao, Wayne Xin, Zhou, Ningnan, Sun, Aixin, Wen, Ji-Rong, Han, Jialong, Chang, Edward Y.
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Computer science and engineering; Next-location Recommendation; Distributed Representation Learning
• Online Access: https://hdl.handle.net/10356/139251
• Institution: Nanyang Technological University

Next-location recommendation is an emerging task with the proliferation of location-based services. It is the task of recommending the next location to visit for a user, given her past check-in records. Although several principled solutions have been proposed for this task, existing studies have not...