Lejian Liao

Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns

2016 · Proceedings of the AAAI Conference on Artificial Intelligence

In this paper, we address the problem of personalized next Point-of-interest (POI) recommendation which has become an important and very challenging task in location-based social networks (LBSNs), but not well studied yet. With the conjecture …

Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking

2017

Next Point-of-interest (POI) recommendation has become an important task for location-based social networks (LBSNs). However, previous efforts suffer from the high computational complexity and the transition pattern between POIs has not been well studied. In …