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A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks

https://doi.org/10.1145/2901299
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/11892960_48openalex-snapshot
Personalization Method for Tourist Point of Interest (POI) Recommendation
inferredcites →https://doi.org/10.1109/cse.2009.75openalex-snapshot
TagRec: Leveraging Tagging Wisdom for Recommendation
inferredcites →https://doi.org/10.1109/icdm.2008.16openalex-snapshot
One-Class Collaborative Filtering
inferredcites →https://doi.org/10.1109/icdm.2008.22openalex-snapshot
Collaborative Filtering for Implicit Feedback Datasets
inferredcites →https://doi.org/10.1109/saint.2006.55openalex-snapshot
Using location for personalized POI recommendations in mobile environments
inferredcites →https://doi.org/10.1109/tkde.2010.155openalex-snapshot
Mining Cluster-Based Temporal Mobile Sequential Patterns in Location-Based Service Environments
inferredcites →https://doi.org/10.1109/tnn.2010.2103571openalex-snapshot
Efficient Sparse Generalized Multiple Kernel Learning
inferredcites →https://doi.org/10.1137/1.9781611972832.44openalex-snapshot
Point-of-Interest Recommendation in Location Based Social Networks with Topic and Location Awareness
inferredcites →https://doi.org/10.1145/1281192.1281206openalex-snapshot
Modeling relationships at multiple scales to improve accuracy of large recommender systems
inferredcites →https://doi.org/10.1145/1345448.1345465openalex-snapshot
Lessons from the Netflix prize challenge
inferredcites →https://doi.org/10.1145/1390156.1390267openalex-snapshot
Bayesian probabilistic matrix factorization using Markov chain Monte Carlo
inferredcites →https://doi.org/10.1145/1458082.1458205openalex-snapshot
SoRec
inferredcites →https://doi.org/10.1145/1526709.1526816openalex-snapshot
Mining interesting locations and travel sequences from GPS trajectories
inferredcites →https://doi.org/10.1145/1557019.1557072openalex-snapshot
Collaborative filtering with temporal dynamics
inferredcites →https://doi.org/10.1145/1557019.1557094openalex-snapshot
Mind the gaps
inferredcites →https://doi.org/10.1145/1772690.1772795openalex-snapshot
Collaborative location and activity recommendations with GPS history data
inferredcites →https://doi.org/10.1145/1869790.1869861openalex-snapshot
Location recommendation for location-based social networks
inferredcites →https://doi.org/10.1145/1889681.1889683openalex-snapshot
Learning travel recommendations from user-generated GPS traces
inferredcites →https://doi.org/10.1145/1921591.1921596openalex-snapshot
Recommending friends and locations based on individual location history
inferredcites →https://doi.org/10.1145/1935826.1935877openalex-snapshot
Recommender systems with social regularization
inferredcites →https://doi.org/10.1145/1961209.1961212openalex-snapshot
Improving Recommender Systems by Incorporating Social Contextual Information
inferredcites →https://doi.org/10.1145/2009916.2009955openalex-snapshot
Probabilistic factor models for web site recommendation
inferredcites →https://doi.org/10.1145/2009916.2009960openalex-snapshot
CLR
inferredcites →https://doi.org/10.1145/2009916.2009962openalex-snapshot
Exploiting geographical influence for collaborative point-of-interest recommendation
inferredcites →https://doi.org/10.1145/2020408.2020579openalex-snapshot
Friendship and mobility
inferredcites →https://doi.org/10.1145/2025876.2025894openalex-snapshot
Location-based topic evolution
inferredcites →https://doi.org/10.1145/2124295.2124314openalex-snapshot
Collaborative ranking
inferredcites →https://doi.org/10.1145/2348283.2348308openalex-snapshot
TFMAP
inferredcites →https://doi.org/10.1145/2365952.2365981openalex-snapshot
CLiMF
inferredcites →https://doi.org/10.1145/2484028.2484030openalex-snapshot
Time-aware point-of-interest recommendation
inferredcites →https://doi.org/10.1145/2507157.2507182openalex-snapshot
Exploring temporal effects for location recommendation on location-based social networks
inferredcites →https://doi.org/10.1145/2525314.2525339openalex-snapshot
iGSLR: personalized geo-social location recommendation
inferredcites →https://doi.org/10.1145/2623330.2623638openalex-snapshot
GeoMF
inferredcites →https://doi.org/10.1145/2766462.2767722openalex-snapshot
Rank-GeoFM
inferredcites →https://doi.org/10.14778/1920841.1920968openalex-snapshot
Mining significant semantic locations from GPS data
inferredcites →https://doi.org/10.1609/aaai.v29i1.9462openalex-snapshot
Content-Aware Point of Interest Recommendation on Location-Based Social Networks
inferredcites →https://doi.org/10.1609/icwsm.v5i1.14094openalex-snapshot
Socio-Spatial Properties of Online Location-Based Social Networks
inferredcites →https://doi.org/10.1609/icwsm.v5i1.14109openalex-snapshot
Exploring Millions of Footprints in Location Sharing Services
inferredcites →https://doi.org/10.1609/icwsm.v5i1.14175openalex-snapshot
An Empirical Study of Geographic User Activity Patterns in Foursquare
inferredcites →https://doi.org/10.48550/arxiv.1205.2618openalex-snapshot
BPR: Bayesian Personalized Ranking from Implicit Feedback

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/int.22909openalex-snapshot
Attention mechanism and adaptive convolution actuated fusion network for next POI recommendation
inferred← citeshttps://doi.org/10.1007/978-3-030-36718-3_4openalex-snapshot
HRec: Heterogeneous Graph Embedding-Based Personalized Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-030-45439-5_14openalex-snapshot
Joint Geographical and Temporal Modeling Based on Matrix Factorization for Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-319-70139-4_33openalex-snapshot
A Tag-Based Integrated Diffusion Model for Personalized Location Recommendation
inferred← citeshttps://doi.org/10.1007/978-3-319-70139-4_37openalex-snapshot
Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-10-6385-5_9openalex-snapshot
Desktop Data Driven Approach to Personalize Query Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-99-2768-5_17openalex-snapshot
User Interest Based POI Recommendation Considering the Impact of Weather Details
inferred← citeshttps://doi.org/10.1007/s00500-020-05107-zopenalex-snapshot
Exploring multiple spatio-temporal information for point-of-interest recommendation
inferred← citeshttps://doi.org/10.1007/s11390-018-1883-7openalex-snapshot
Time and Location Aware Points of Interest Recommendation in Location-Based Social Networks
inferred← citeshttps://doi.org/10.1007/s40558-024-00304-0openalex-snapshot
Understanding the influence of data characteristics on the performance of point-of-interest recommendation algorithms
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.2017.11.006openalex-snapshot
SocialMix: A familiarity-based and preference-aware location suggestion approach
inferred← citeshttps://doi.org/10.1016/j.eswa.2022.117147openalex-snapshot
Point-of-interest recommendation model considering strength of user relationship for location-based social networks
inferred← citeshttps://doi.org/10.1016/j.eswa.2023.121931openalex-snapshot
Contrastive graph learning long and short-term interests for POI recommendation
inferred← citeshttps://doi.org/10.1016/j.future.2018.07.008openalex-snapshot
A self-adaptive point-of-interest recommendation algorithm based on a multi-order Markov model
inferred← citeshttps://doi.org/10.1016/j.ipm.2020.102251openalex-snapshot
Location recommendation by combining geographical, categorical, and social preferences with location popularity
inferred← citeshttps://doi.org/10.1016/j.jbi.2017.06.012openalex-snapshot
A deep learning approach for predicting the quality of online health expert question-answering services
inferred← citeshttps://doi.org/10.1016/j.knosys.2021.106770openalex-snapshot
Temporal context-aware task recommendation in crowdsourcing systems
inferred← citeshttps://doi.org/10.1080/07421222.2018.1523564openalex-snapshot
Combining Geographical and Social Influences with Deep Learning for Personalized Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.1080/13467581.2025.2540082openalex-snapshot
Study on the correlation between rail station area vitality and built environment
inferred← citeshttps://doi.org/10.1109/access.2020.2967120openalex-snapshot
Linked Open Data in Location-Based Recommendation System on Tourism Domain: A Survey
inferred← citeshttps://doi.org/10.1109/access.2021.3116226openalex-snapshot
SgWalk: Location Recommendation by User Subgraph-Based Graph Embedding
inferred← citeshttps://doi.org/10.1109/besc48373.2019.8963449openalex-snapshot
Personalized Recommendation Method of POI Based on Deep Neural Network
inferred← citeshttps://doi.org/10.1109/compsac61105.2024.00068openalex-snapshot
Context-Aware Personalized Route Recommendations for Bicycle Users Using Large-Scale Mobility Data
inferred← citeshttps://doi.org/10.1109/icbk.2017.43openalex-snapshot
Mining Place Design Knowledge from Multi-source Data in an Informed Design Platform
inferred← citeshttps://doi.org/10.1109/icc40277.2020.9148797openalex-snapshot
FGCRec: Fine-Grained Geographical Characteristics Modeling for Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.1109/icosec51865.2021.9591710openalex-snapshot
Personalized Recommendation Method of Tourist Route based on User Collaborative Filtering Model
inferred← citeshttps://doi.org/10.1109/ijcnn48605.2020.9207571openalex-snapshot
FGRec: A Fine-Grained Point-of-Interest Recommendation Framework by Capturing Intrinsic Influences
inferred← citeshttps://doi.org/10.1109/infocomwkshps50562.2020.9162997openalex-snapshot
Point-of-Interest Recommendation based on Geographical Influence and Extended Pairwise Ranking
inferred← citeshttps://doi.org/10.1109/inista.2019.8778310openalex-snapshot
Recommending Points of Interest in LBSNs Using Deep Learning Techniques
inferred← citeshttps://doi.org/10.1109/tcss.2019.2907563openalex-snapshot
LORI: A Learning-to-Rank-Based Integration Method of Location Recommendation
inferred← citeshttps://doi.org/10.1109/tkde.2019.2903463openalex-snapshot
A Joint Two-Phase Time-Sensitive Regularized Collaborative Ranking Model for Point of Interest Recommendation
inferred← citeshttps://doi.org/10.1111/tgis.12848openalex-snapshot
Behavior‐based POI recommendation for small groups in location‐based social networks
inferred← citeshttps://doi.org/10.1145/3127875openalex-snapshot
Joint Representation Learning for Location-Based Social Networks with Multi-Grained Sequential Contexts
inferred← citeshttps://doi.org/10.1145/3231933openalex-snapshot
Personalized Context-Aware Point of Interest Recommendation
inferred← citeshttps://doi.org/10.1145/3243227openalex-snapshot
Understanding Event Organization at Scale in Event-Based Social Networks
inferred← citeshttps://doi.org/10.1145/3295499openalex-snapshot
Spatiotemporal Representation Learning for Translation-Based POI Recommendation
inferred← citeshttps://doi.org/10.1145/3343037openalex-snapshot
Group-Based Recurrent Neural Networks for POI Recommendation
inferred← citeshttps://doi.org/10.1145/3391707openalex-snapshot
A Traffic Density Estimation Model Based on Crowdsourcing Privacy Protection
inferred← citeshttps://doi.org/10.1145/3408890openalex-snapshot
BOXREC
inferred← citeshttps://doi.org/10.1145/3457182openalex-snapshot
A Graph Theoretic Approach for Multi-Objective Budget Constrained Capsule Wardrobe Recommendation
inferred← citeshttps://doi.org/10.1145/3508478openalex-snapshot
A Systematic Analysis on the Impact of Contextual Information on Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.1145/3510409openalex-snapshot
Point-of-Interest Recommender Systems Based on Location-Based Social Networks: A Survey from an Experimental Perspective
inferred← citeshttps://doi.org/10.1145/3713079openalex-snapshot
Deep Learning of Dynamic POI Generation and Optimisation for Itinerary Recommendation
inferred← citeshttps://doi.org/10.1145/3723008openalex-snapshot
Disentangling User Interest and Geographical Context for POI Recommendations
inferred← citeshttps://doi.org/10.1155/2017/9127612openalex-snapshot
Reliable Collaborative Filtering on Spatio-Temporal Privacy Data
inferred← citeshttps://doi.org/10.1287/ijoc.2020.1020openalex-snapshot
Location-Aware Real-Time Recommender Systems for Brick-and-Mortar Retailers
inferred← citeshttps://doi.org/10.1371/journal.pone.0266340openalex-snapshot
Relational POI recommendation model combined with geographic information
inferred← citeshttps://doi.org/10.1515/geo-2022-0435openalex-snapshot
A new method to explore the abnormal space of urban hidden dangers under epidemic outbreak and its prevention and control: A case study of Jinan City
inferred← citeshttps://doi.org/10.2174/9789815136746123010014openalex-snapshot
Point of Interest Recommendation via Tensor Factorization
inferred← citeshttps://doi.org/10.2478/ttj-2023-0033openalex-snapshot
Graph-Based Approach for Personalized Travel Recommendations
inferred← citeshttps://doi.org/10.3390/ijerph20043274openalex-snapshot
Exploring the Quantitative Assessment of Spatial Risk in Response to Major Epidemic Disasters in Megacities: A Case Study of Qingdao
inferred← citeshttps://doi.org/10.3390/ijgi8060279openalex-snapshot
Discovering Memory-Based Preferences for POI Recommendation in Location-Based Social Networks
inferred← citeshttps://doi.org/10.3390/info8010020openalex-snapshot
Learning to Recommend Point-of-Interest with the Weighted Bayesian Personalized Ranking Method in LBSNs
inferred← citeshttps://doi.org/10.3390/su16187945openalex-snapshot
Identification and Management of Epidemic Hazard Areas for Urban Sustainability: A Case Study of Tongzhou, China
inferred← citeshttps://doi.org/10.48084/etasr.10660openalex-snapshot
Improving POI Recommendation through Collaborative Filtering by incorporating the Geographical Factor into the Similarity Calculation
inferred← citeshttps://doi.org/10.48550/arxiv.1909.07131openalex-snapshot
A Joint Two-Phase Time-Sensitive Regularized Collaborative Ranking Model for Point of Interest Recommendation
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