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Decentralized Collaborative Learning Framework for Next POI Recommendation
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-319-68783-4_7openalex-snapshot
Social Personalized Ranking Embedding for Next POI Recommendation
inferredcites →https://doi.org/10.1007/978-981-13-1349-3_5openalex-snapshot
STELLAR: Spatial-Temporal Latent Ranking Model for Successive POI Recommendation
inferredcites →https://doi.org/10.1007/s00778-017-0462-9openalex-snapshot
Argument discovery via crowdsourcing
inferredcites →https://doi.org/10.1007/s10676-010-9224-8openalex-snapshot
Contextual gaps: privacy issues on Facebook
inferredcites →https://doi.org/10.1016/j.icte.2020.05.005openalex-snapshot
A group preference-based privacy-preserving POI recommender system
inferredcites →https://doi.org/10.1016/j.knosys.2021.106775openalex-snapshot
A survey on federated learning
inferredcites →https://doi.org/10.1080/10408398109527317openalex-snapshot
The constituents of tomato fruit — the influence of environment, nutrition, and genotype
inferredcites →https://doi.org/10.1109/icde.2018.00232openalex-snapshot
Computing Crowd Consensus with Partial Agreement (Extended Abstract)
inferredcites →https://doi.org/10.1109/icdm.2018.00035openalex-snapshot
Self-Attentive Sequential Recommendation
inferredcites →https://doi.org/10.1109/icdm.2018.00144openalex-snapshot
Next Point-of-Interest Recommendation with Temporal and Multi-level Context Attention
inferredcites →https://doi.org/10.1109/icdm44384.2018openalex-snapshot
2018 IEEE International Conference on Data Mining (ICDM)
inferredcites →https://doi.org/10.1109/sp.2008.33openalex-snapshot
Robust De-anonymization of Large Sparse Datasets
inferredcites →https://doi.org/10.1109/tie.2014.2370936openalex-snapshot
Electric Motor Fault Detection and Diagnosis by Kernel Density Estimation and Kullback–Leibler Divergence Based on Stator Current Measurements
inferredcites →https://doi.org/10.1109/tifs.2020.2988575openalex-snapshot
Federated Learning With Differential Privacy: Algorithms and Performance Analysis
inferredcites →https://doi.org/10.1109/tit.2014.2302471openalex-snapshot
Decentralized Learning for Multiplayer Multiarmed Bandits
inferredcites →https://doi.org/10.1109/tkde.2020.3007194openalex-snapshot
Where to Go Next: A Spatio-Temporal Gated Network for Next POI Recommendation
inferredcites →https://doi.org/10.1111/tgis.12769openalex-snapshot
A privacy‐preserving framework for location recommendation using decentralized collaborative machine learning
inferredcites →https://doi.org/10.1145/2168752.2168771openalex-snapshot
Factorization Machines with libFM
inferredcites →https://doi.org/10.1145/2505515.2505639openalex-snapshot
Personalized point-of-interest recommendation by mining users' preference transition
inferredcites →https://doi.org/10.1145/2661829.2662002openalex-snapshot
Exploiting Geographical Neighborhood Characteristics for Location Recommendation
inferredcites →https://doi.org/10.1145/3219819.3220004openalex-snapshot
Neural Memory Streaming Recommender Networks with Adversarial Training
inferredcites →https://doi.org/10.1145/3292500.3330873openalex-snapshot
Enhancing Collaborative Filtering with Generative Augmentation
inferredcites →https://doi.org/10.1145/3340531.3411954openalex-snapshot
S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization
inferredcites →https://doi.org/10.1145/3366423.3380170openalex-snapshot
Next Point-of-Interest Recommendation on Resource-Constrained Mobile Devices
inferredcites →https://doi.org/10.1145/3394486.3403201openalex-snapshot
Multi-level Graph Convolutional Networks for Cross-platform Anchor Link Prediction
inferredcites →https://doi.org/10.1145/3394486.3403226openalex-snapshot
On Sampled Metrics for Item Recommendation
inferredcites →https://doi.org/10.1145/3394486.3403252openalex-snapshot
Geography-Aware Sequential Location Recommendation
inferredcites →https://doi.org/10.1207/s15516709cog1202_7openalex-snapshot
11th International Joint Conference on Artificial Intelligence
inferredcites →https://doi.org/10.1214/10-aos799openalex-snapshot
Kernel density estimation via diffusion
inferredcites →https://doi.org/10.1561/0400000042openalex-snapshot
The Algorithmic Foundations of Differential Privacy
inferredcites →https://doi.org/10.1609/aaai.v32i1.11244openalex-snapshot
Privacy Preserving Point-of-Interest Recommendation Using Decentralized Matrix Factorization
inferredcites →https://doi.org/10.24963/ijcai.2020/344openalex-snapshot
Contextualized Point-of-Interest Recommendation
inferredcites →https://doi.org/10.48550/arxiv.1401.0864openalex-snapshot
Predicting a Business Star in Yelp from Its Reviews Text Alone
inferredcites →https://doi.org/10.48550/arxiv.1910.08350openalex-snapshot
A Mutual Information Maximization Perspective of Language Representation Learning
inferredcites →https://doi.org/10.48550/arxiv.2112.09341openalex-snapshot
Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/978-3-031-40286-9_21openalex-snapshot
HBay: Predicting Human Mobility via Hyperspherical Bayesian Learning
inferred← citeshttps://doi.org/10.1007/978-3-031-56066-8_33openalex-snapshot
The Impact of Differential Privacy on Recommendation Accuracy and Popularity Bias
inferred← citeshttps://doi.org/10.1007/978-3-031-80949-1_12openalex-snapshot
Federated Learning and Blockchain for Privacy-Enhanced Recommender Systems: Research Challenges and Applications
inferred← citeshttps://doi.org/10.1007/978-3-032-25156-5_8openalex-snapshot
Federated Personal Knowledge Graph Completion with Lightweight Large Language Models for Personalized Recommendations
inferred← citeshttps://doi.org/10.1007/s10489-024-05426-wopenalex-snapshot
CA-PDBPR: category-aware privacy preserving POI recommendation using decentralized Bayesian personalized ranking
inferred← citeshttps://doi.org/10.1007/s10489-025-06290-yopenalex-snapshot
A user preference knowledge graph incorporating spatio-temporal transfer features for next POI recommendation
inferred← citeshttps://doi.org/10.1007/s10489-025-06781-yopenalex-snapshot
Privacy-preserving semi-decentralized matrix factorization for personalized recommendations with grouping and random transmission
inferred← citeshttps://doi.org/10.1007/s11227-025-07643-7openalex-snapshot
Hierarchy aware-based multi-task learning for user location prediction
inferred← citeshttps://doi.org/10.1007/s11432-024-4272-yopenalex-snapshot
Robust federated contrastive recommender system against targeted model poisoning attack
inferred← citeshttps://doi.org/10.1007/s12530-024-09572-xopenalex-snapshot
High-order spatial connectivity mining over neural graph collaborative filtering for POI recommendation in location-based social networks
inferred← citeshttps://doi.org/10.1007/s13748-026-00451-xopenalex-snapshot
Multi-agent hierarchical Q-learning framework for point-of-interest recommendation in location-based social networks
inferred← citeshttps://doi.org/10.1007/s40860-024-00233-zopenalex-snapshot
A survey on graph neural network-based next POI recommendation for smart cities
inferred← citeshttps://doi.org/10.1007/s41019-025-00308-8openalex-snapshot
On-Device Recommender Systems: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1007/s42979-023-01683-7openalex-snapshot
Differential Privacy-Based Social Network Detection Over Spatio-Temporal Proximity for Secure POI Recommendation
inferred← citeshttps://doi.org/10.1007/s44443-025-00178-0openalex-snapshot
I-AIR: intention-aware travel itinerary recommendation via multi-signal fusion and spatiotemporal constraints
inferred← citeshttps://doi.org/10.1016/j.asoc.2023.111200openalex-snapshot
A survey on personalized itinerary recommendation: From optimisation to deep learning
inferred← citeshttps://doi.org/10.1016/j.engappai.2024.109630openalex-snapshot
Time-aware cross-domain point-of-interest recommendation in social networks
inferred← citeshttps://doi.org/10.1016/j.eswa.2023.121583openalex-snapshot
POI recommendation for occasional groups Based on hybrid graph neural networks
inferred← citeshttps://doi.org/10.1016/j.eswa.2023.122060openalex-snapshot
Graph gating-mixer for sequential recommendation
inferred← citeshttps://doi.org/10.1016/j.eswa.2024.126106openalex-snapshot
Learning robust travel preferences via check-in masking for next POI recommendation
inferred← citeshttps://doi.org/10.1016/j.im.2026.104404openalex-snapshot
LLM-powered contrastive hierarchical interest learning for cross-platform information recommendation
inferred← citeshttps://doi.org/10.1016/j.ipm.2024.103731openalex-snapshot
Limits of predictability in top-N recommendation
inferred← citeshttps://doi.org/10.1016/j.ipm.2024.103874openalex-snapshot
Keywords-enhanced Contrastive Learning Model for travel recommendation
inferred← citeshttps://doi.org/10.1016/j.jag.2025.104368openalex-snapshot
Towards the next generation of Geospatial Artificial Intelligence
inferred← citeshttps://doi.org/10.1016/j.jiixd.2024.01.001openalex-snapshot
Practical and privacy-preserving geo-social-based POI recommendation
inferred← citeshttps://doi.org/10.1016/j.neunet.2024.106207openalex-snapshot
A Comprehensive Survey on Deep Graph Representation Learning
inferred← citeshttps://doi.org/10.1016/j.neunet.2025.107290openalex-snapshot
GeM: Gaussian embeddings with Multi-hop graph transfer for next POI recommendation
inferred← citeshttps://doi.org/10.1049/cit2.12281openalex-snapshot
Heterogeneous decentralised machine unlearning with seed model distillation
inferred← citeshttps://doi.org/10.1109/access.2025.3527512openalex-snapshot
Aggregating Contextual Information for Multi-Criteria Online Music Recommendations
inferred← citeshttps://doi.org/10.1109/ccnc54725.2025.10976014openalex-snapshot
A Novel Scheme for Recommendation Unlearning Verification (RUV) Using Non-Influential Trigger Data
inferred← citeshttps://doi.org/10.1109/cste64638.2025.11092255openalex-snapshot
A Study on Automatic Push Method of Secondary School English Teaching Resources under E-learning Platform
inferred← citeshttps://doi.org/10.1109/icde65448.2025.00273openalex-snapshot
AdaMove: Efficient Test-Time Adaptation for Human Mobility Prediction
inferred← citeshttps://doi.org/10.1109/icde65706.2026.00254openalex-snapshot
Unveiling Semantically Cohesive Structures: Maximal Meta-Path Clique Enumeration in Heterogeneous Graphs
inferred← citeshttps://doi.org/10.1109/ichms59971.2024.10555827openalex-snapshot
FedDist-POIRec: Federated Distillation for Point-Of-Interest Recommendation in Human Mobility Prediction
inferred← citeshttps://doi.org/10.1109/ichms65439.2025.11154359openalex-snapshot
CoCo-POI: Collaborative Contrastive Learning for Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.1109/ijcnn64981.2025.11229017openalex-snapshot
Causeways: Building Bridges with Context in Peer-To-Peer Federated Learning
inferred← citeshttps://doi.org/10.1109/jbhi.2023.3247463openalex-snapshot
Heterogeneous Collaborative Learning for Personalized Healthcare Analytics via Messenger Distillation
inferred← citeshttps://doi.org/10.1109/tbdata.2024.3499356openalex-snapshot
Where Shall We Go: Point-of-Interest Group Recommendation With User Preference Embedding
inferred← citeshttps://doi.org/10.1109/tce.2026.3654039openalex-snapshot
GroupTransfer: User Group Transferability Metric Driven by Social Identity Theory
inferred← citeshttps://doi.org/10.1109/tcss.2025.3568281openalex-snapshot
Advancing User Behavior Analysis: A Bilateral-Branch Network to Enhance Performance for Cold-Start Users in Individual Location Prediction
inferred← citeshttps://doi.org/10.1109/tkde.2024.3361562openalex-snapshot
Personalized Elastic Embedding Learning for On-Device Recommendation
inferred← citeshttps://doi.org/10.1109/tkde.2025.3538005openalex-snapshot
Group-Aware Dynamic Graph Representation Learning for Next POI Recommendation
inferred← citeshttps://doi.org/10.1109/tkde.2025.3551292openalex-snapshot
A Survey on Point-of-Interest Recommendation: Models, Architectures, and Security
inferred← citeshttps://doi.org/10.1109/wi-iat62293.2024.00012openalex-snapshot
Estimation of POI Characteristics Based on Visitor Mobility Behavior
inferred← citeshttps://doi.org/10.1145/3539618.3591688openalex-snapshot
Fine-Grained Preference-Aware Personalized Federated POI Recommendation with Data Sparsity
inferred← citeshttps://doi.org/10.1145/3539618.3591722openalex-snapshot
Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures
inferred← citeshttps://doi.org/10.1145/3579995openalex-snapshot
Trustworthy Recommendation and Search: Introduction to the Special Issue - Part 1
inferred← citeshttps://doi.org/10.1145/3589335.3641250openalex-snapshot
On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm
inferred← citeshttps://doi.org/10.1145/3604776openalex-snapshot
Trustworthy Recommendation and Search: Introduction to the Special Section - Part 2
inferred← citeshttps://doi.org/10.1145/3604915.3608888openalex-snapshot
Enhanced Privacy Preservation for Recommender Systems
inferred← citeshttps://doi.org/10.1145/3605098.3636009openalex-snapshot
RecKG: Knowledge Graph for Recommender Systems
inferred← citeshttps://doi.org/10.1145/3633202openalex-snapshot
Privacy-Preserving Individual-Level COVID-19 Infection Prediction via Federated Graph Learning
inferred← citeshttps://doi.org/10.1145/3637528.3671743openalex-snapshot
Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations
inferred← citeshttps://doi.org/10.1145/3637528.3671917openalex-snapshot
Graph Condensation for Open-World Graph Learning
inferred← citeshttps://doi.org/10.1145/3694682openalex-snapshot
FedGST: An Efficient Federated Graph Neural Network for Spatio-temporal PoI Recommendation
inferred← citeshttps://doi.org/10.1145/3694783openalex-snapshot
Distributed Recommendation Systems: Survey and Research Directions
inferred← citeshttps://doi.org/10.1145/3708982openalex-snapshot
Privacy-preserved and Responsible Recommenders: From Conventional Defense to Federated Learning and Blockchain
inferred← citeshttps://doi.org/10.1145/3709137openalex-snapshot
TCKT: Tree-Based Cross-domain Knowledge Transfer for Next POI Cold-Start Recommendation
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FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services
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Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning
inferred← citeshttps://doi.org/10.1145/3711896.3736903openalex-snapshot
Data Watermarking for Sequential Recommender Systems
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Lightweight Embeddings with Graph Rewiring for Collaborative Filtering
inferred← citeshttps://doi.org/10.1145/3744347openalex-snapshot
Smart Imputation, Better Recommendations: Improving Traditional Point-of-Interest Recommendation through Data Augmentation
inferred← citeshttps://doi.org/10.1145/3746252.3761018openalex-snapshot
Harnessing Large Language Models for Group POI Recommendations
inferred← citeshttps://doi.org/10.1145/3746252.3761383openalex-snapshot
HGAurban: Heterogeneous Graph Autoencoding for Urban Spatial-Temporal Learning
inferred← citeshttps://doi.org/10.1145/3766066openalex-snapshot
Decentralized Next Point-of-Interest Recommendation Guided by Willingness to Share
inferred← citeshttps://doi.org/10.1145/3797894openalex-snapshot
GeoICMF: Twitter User Geolocation Based on Implicit Location Correlation and Multi-Scale Feature Fusion
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Structural equation model of the spatial distribution of water engineering facilities along the Beijing-Hangzhou grand canal and its relationship with natural factors
inferred← citeshttps://doi.org/10.1371/journal.pone.0317131openalex-snapshot
Point-of-interest recommender model using geo-tagged photos in accordance with imperialist Fuzzy C-means clustering
inferred← citeshttps://doi.org/10.1613/jair.1.14414openalex-snapshot
Decentralized Gradient-Quantization Based Matrix Factorization for Fast Privacy-Preserving Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.21203/rs.3.rs-7366818/v1openalex-snapshot
Neural Graph with Multifaceted Effects of Deep Latent Feature Representation for Point-of-Interest Recommendations
inferred← citeshttps://doi.org/10.3389/fdata.2023.1249997openalex-snapshot
Differential privacy in collaborative filtering recommender systems: a review
inferred← citeshttps://doi.org/10.3389/frsc.2024.1331642openalex-snapshot
Recency-based spatio-temporal similarity exploration for POI recommendation in location-based social networks
inferred← citeshttps://doi.org/10.3390/app13116495openalex-snapshot
Exploring Prior Knowledge from Human Mobility Patterns for POI Recommendation
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AI-Powered Knowledge Management Systems Across Industries: A Systematic Review of Applications, Implementation Barriers, and Ethical Challenges
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