Exploiting Context Graph Attention for POI Recommendation in Location-Based Social Networks

• Published in: Database Systems for Advanced Applications Vol. 10827; pp. 83 - 99
• Main Authors: Zhang, Siyuan, Cheng, Hong
• Format: Book Chapter
• Language: English
• Published: Switzerland Springer International Publishing AG 2018; Springer International Publishing
• Series: Lecture Notes in Computer Science
• Subjects: Context graph attention; Neural network; POI recommendation

The prevalence of mobile devices and the increasing popularity of location-based social networks (LBSNs) generate a large volume of user mobility data. As a result, POI recommendation systems, which play a vital role in connecting users and POIs, have received extensive attention from both research...