Exploring nonlinear spatiotemporal effects for personalized next point-of-interest recommendation

A novel POI recommendation method based on trust relationship and spatial-temporal factors

(2021) Chonghuan Xu et al.   Electronic Commerce Research and Applications

PR-RCUC: A POI Recommendation Model Using Region-Based Collaborative Filtering and User-Based Mobile Context

(2021) Jun Zeng et al.   MOBILE NETWORKS & APPLICATIONS

State of the Art in Defect Detection Based on Machine Vision

(2021) Zhonghe Ren et al.   International Journal of Precision Engineering and Manufacturing-Green Technology

Personalized location recommendation by fusing sentimental and spatial context

(2020) Guoshuai Zhao et al.   KNOWLEDGE-BASED SYSTEMS

Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation

(2020) Pengpeng Zhao et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

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

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

Spatiotemporal Representation Learning for Translation-Based POI Recommendation

(2019) Tieyun Qian et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Venue2Vec: An Efficient Embedding Model for Fine-Grained User Location Prediction in Geo-Social Networks

(2019) Shuai Xu et al.   IEEE Systems Journal

Spatial-Temporal Recurrent Neural Network for Emotion Recognition

(2018) Tong Zhang et al.   IEEE Transactions on Cybernetics

An adaptive point-of-interest recommendation method for location-based social networks based on user activity and spatial features

(2018) Yali Si et al.   KNOWLEDGE-BASED SYSTEMS

Spatial-Aware Hierarchical Collaborative Deep Learning for POI Recommendation

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

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

(2017) Wayne Xin Zhao et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Author Topic Model based Collaborative Filtering for Personalized POI Recommendation

(2015) Shuhui Jiang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

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

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