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An ELM-Based Ensemble Strategy for POI Recommendation
2019The prosperity of Location-Based Social Networks (LBSNs) facilitates a promising focus on personalized POI recommendation. The check-in activity is a multiple criteria decision making process. In this paper, we devise a novel personalized POI recommendation system called Multiple Criteria Ensemble Recommendation System (MCERS) to integrate the effect ...
Xue He +3 more
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Trust enhanced POI recommendation with collaborative learning
Intelligent Data Analysis: An International JournalWith the rapid development and popularization of smart mobile devices, users tend to share their visited points-of-interest (POIs) on the network with attached location information, which forms a location-based social network (LBSN).
Renhui Wu +3 more
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Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation
IEEE Transactions on Knowledge and Data Engineering, 2022Pengpeng Zhao, Anjing Luo, Yanchi Liu
exaly
wPOI: Weather-Aware POI Recommendation Engine
Computación y Sistemas, 2022Rajani Trivedi +2 more
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CHA: Categorical Hierarchy-based Attention for Next POI Recommendation
ACM Transactions on Information Systems, 2022Mingzhong Wang
exaly
Decentralized Point-Of-Interest (POI) Recommender Systems
The Next Point-Of-Interest (POI) recommendation has gained prominence with the rapid expansion of Location-Based Social Networks (LBSNs), due to its effectiveness in leveraging historical check-in data to predict users' next visiting POIs. While current centralized POI recommenders based on Recurrent Neural Networks (RNNs) and Graph Neural Networks ...openaire +2 more sources
A graph embedding based model for fine-grained POI recommendation
Neurocomputing, 2021Jiajie Xu, Zhixu Li, An Liu
exaly
Building and exploiting spatial–temporal knowledge graph for next POI recommendation
Knowledge-Based Systems, 2022Wei Chen, Huaiyu Wan, Shengnan Guo
exaly
On Epidemic-aware Socio Spatial POI Recommendation
2022 23rd IEEE International Conference on Mobile Data Management (MDM), 2022Cedric Parfait Kankeu Fotsing +5 more
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Feature-based POI grouping with transformer for next point of interest recommendation
Applied Soft Computing Journal, 2023Fengji Luo, Junhao Wen
exaly