Context-aware next point-of-interest recommendation with uncertain check-ins

• Main Author: Zhang, Lu
• Other Authors: Zhang Jie
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence; Engineering::Computer science and engineering::Information systems::Information storage and retrieval
• Online Access: https://hdl.handle.net/10356/160400
• Institution: Nanyang Technological University

The rapid development of next point-of-interest (POI) recommendation benefits from a large number of check-ins shared by users in location-based social networks (LBSNs), such as Foursquare and Yelp, which helps users explore their surroundings. Accordingly, most existing studies assume that such che...