Mining dynamic preferences from geographical and interactive correlations for next POI recommendation

Efficient itinerary recommendation via personalized POI selection and pruning

(2022) Sajal Halder et al.   KNOWLEDGE AND INFORMATION SYSTEMS

RELINE: point-of-interest recommendations using multiple network embeddings

(2021) Giannis Christoforidis et al.   KNOWLEDGE AND INFORMATION SYSTEMS

A novel context-aware recommender system based on a deep sequential learning approach (CReS)

(2021) Tipajin Thaipisutikul et al.   NEURAL COMPUTING & APPLICATIONS

Incorporating Memory-Based Preferences and Point-of-Interest Stickiness into Recommendations in Location-Based Social Networks

(2021) Hang Zhang et al.   ISPRS International Journal of Geo-Information

Attentional Memory Network with Correlation-based Embedding for time-aware POI recommendation

(2021) Meihui Shi et al.   KNOWLEDGE-BASED SYSTEMS

Attentive multi-task learning for group itinerary recommendation

(2021) Lei Chen et al.   KNOWLEDGE AND INFORMATION SYSTEMS

A novel POI recommendation model based on joint spatiotemporal effects and four-way interaction

(2021) Yongheng Liu et al.   APPLIED INTELLIGENCE

A POI group recommendation method in location-based social networks based on user influence

(2021) Zahra Bahari Sojahrood et al.   EXPERT SYSTEMS WITH APPLICATIONS

Heterogeneous type-specific entity representation learning for recommendations in e-commerce network

(2021) Jianxing Zheng et al.   INFORMATION PROCESSING & MANAGEMENT

Pair-wise ranking based preference learning for points-of-interest recommendation

(2021) Qigang Liu et al.   KNOWLEDGE-BASED SYSTEMS

Self-supervised human mobility learning for next location prediction and trajectory classification

(2021) Fan Zhou et al.   KNOWLEDGE-BASED SYSTEMS

Leveraging graph neural networks for point-of-interest recommendations

(2021) Jiyong Zhang et al.   NEUROCOMPUTING

Real-time POI recommendation via modeling long- and short-term user preferences

(2021) Xin Liu et al.   NEUROCOMPUTING

Comparative Convolutional Dynamic Multi-Attention Recommendation Model

(2021) Juan Ni et al.   IEEE Transactions on Neural Networks and Learning Systems

Exploiting Geographical-Temporal Awareness Attention for Next Point-of-Interest Recommendation

(2020) Tongcun Liu et al.   NEUROCOMPUTING

Location recommendation by combining geographical, categorical, and social preferences with location popularity

(2020) Yaxue Ma et al.   INFORMATION PROCESSING & MANAGEMENT

Exploring multiple spatio-temporal information for point-of-interest recommendation

(2020) Yingxue Ma et al.   SOFT COMPUTING

Hybrid graph convolutional networks with multi-head attention for location recommendation

(2020) Ting Zhong et al.   WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

A POI recommendation approach integrating social spatio-temporal information into probabilistic matrix factorization

(2020) Mehri Davtalab et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Neural Attentive Travel package Recommendation via exploiting long-term and short-term behaviors

(2020) Guixiang Zhu et al.   KNOWLEDGE-BASED SYSTEMS

CaSe4SR: Using category sequence graph to augment session-based recommendation

(2020) Lin Liu et al.   KNOWLEDGE-BASED SYSTEMS

Towards real-time demand-aware sequential POI recommendation

(2020) Honglian Wang et al.   INFORMATION SCIENCES

Personalized Long- and Short-term Preference Learning for Next POI Recommendation

(2020) Yuxia Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Discovering Memory-Based Preferences for POI Recommendation in Location-Based Social Networks

(2019) Mingxin Gan et al.   ISPRS International Journal of Geo-Information

An Attention-Based Spatiotemporal LSTM Network for Next POI Recommendation

(2019) Liwei Huang et al.   IEEE Transactions on Services Computing

Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation

(2017) Hongzhi Yin et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Context-aware probabilistic matrix factorization modeling for point-of-interest recommendation

(2017) Xingyi Ren et al.   NEUROCOMPUTING

Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs

(2015) Dingqi Yang et al.   IEEE Transactions on Systems Man Cybernetics-Systems