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Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation

https://doi.org/10.1145/3086635
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-319-04117-9_21openalex-snapshot
The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems
inferredcites →https://doi.org/10.1007/978-3-319-14445-0_24openalex-snapshot
Multimedia Social Event Detection in Microblog
inferredcites →https://doi.org/10.1007/978-3-642-35725-1_49openalex-snapshot
Analyzing Favorite Behavior in Flickr
inferredcites →https://doi.org/10.1007/s10707-014-0220-8openalex-snapshot
Recommendations in location-based social networks: a survey
inferredcites →https://doi.org/10.1016/j.knosys.2014.09.013openalex-snapshot
Adaptive Bayesian personalized ranking for heterogeneous implicit feedbacks
inferredcites →https://doi.org/10.1016/j.sigpro.2015.10.037openalex-snapshot
On very large scale test collection for landmark image search benchmarking
inferredcites →https://doi.org/10.1109/icdm.2008.22openalex-snapshot
Collaborative Filtering for Implicit Feedback Datasets
inferredcites →https://doi.org/10.1109/mdm.2014.12openalex-snapshot
WhereToGo: Personalized Travel Recommendation for Individuals and Groups
inferredcites →https://doi.org/10.1109/tcyb.2014.2383389openalex-snapshot
Content-Based Visual Landmark Search via Multimodal Hypergraph Learning
inferredcites →https://doi.org/10.1109/tip.2012.2202676openalex-snapshot
Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search
inferredcites →https://doi.org/10.1109/tmm.2013.2237896openalex-snapshot
Generating Visual Summaries of Geographic Areas Using Community-Contributed Images
inferredcites →https://doi.org/10.1109/tmm.2013.2265077openalex-snapshot
Travel Recommendation by Mining People Attributes and Travel Group Types From Community-Contributed Photos
inferredcites →https://doi.org/10.1109/tmm.2013.2291218openalex-snapshot
Multi-Label Learning With Fused Multimodal Bi-Relational Graph
inferredcites →https://doi.org/10.1109/tmm.2014.2298216openalex-snapshot
Topic-Sensitive Influencer Mining in Interest-Based Social Media Networks via Hypergraph Learning
inferredcites →https://doi.org/10.1109/tmm.2014.2368273openalex-snapshot
Spatio-Temporal Video Segmentation of Static Scenes and Its Applications
inferredcites →https://doi.org/10.1109/tmm.2014.2385473openalex-snapshot
Semantic-Based Location Recommendation With Multimodal Venue Semantics
inferredcites →https://doi.org/10.1109/tmm.2015.2413351openalex-snapshot
Global-Scale Location Prediction for Social Images Using Geo-Visual Ranking
inferredcites →https://doi.org/10.1109/tmm.2015.2417506openalex-snapshot
Author Topic Model based Collaborative Filtering for Personalized POI Recommendation
inferredcites →https://doi.org/10.1109/tmm.2015.2431496openalex-snapshot
Landmark Classification With Hierarchical Multi-Modal Exemplar Feature
inferredcites →https://doi.org/10.1109/tsmc.2016.2523948openalex-snapshot
Landmark Reranking for Smart Travel Guide Systems by Combining and Analyzing Diverse Media
inferredcites →https://doi.org/10.1145/1321440.1321528openalex-snapshot
A comparison of statistical significance tests for information retrieval evaluation
inferredcites →https://doi.org/10.1145/1526709.1526812openalex-snapshot
Mapping the world's photos
inferredcites →https://doi.org/10.1145/1526709.1526816openalex-snapshot
Mining interesting locations and travel sequences from GPS trajectories
inferredcites →https://doi.org/10.1145/1772690.1772795openalex-snapshot
Collaborative location and activity recommendations with GPS history data
inferredcites →https://doi.org/10.1145/1835449.1835648openalex-snapshot
Using flickr geotags to predict user travel behaviour
inferredcites →https://doi.org/10.1145/1871437.1871513openalex-snapshot
Travel route recommendation using geotags in photo sharing sites
inferredcites →https://doi.org/10.1145/1873951.1873970openalex-snapshot
W2Go
inferredcites →https://doi.org/10.1145/1873951.1874005openalex-snapshot
Music recommendation by unified hypergraph
inferredcites →https://doi.org/10.1145/1873951.1874138openalex-snapshot
Prediction of favourite photos using social, visual, and textual signals
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/10.1145/2009916.2009962openalex-snapshot
Exploiting geographical influence for collaborative point-of-interest recommendation
inferredcites →https://doi.org/10.1145/2037676.2037688openalex-snapshot
Mining flickr landmarks by modeling reconstruction sparsity
inferredcites →https://doi.org/10.1145/2393347.2393429openalex-snapshot
Discovering areas of interest with geo-tagged images and check-ins
inferredcites →https://doi.org/10.1145/2396761.2398477openalex-snapshot
gSCorr
inferredcites →https://doi.org/10.1145/2483669.2483680openalex-snapshot
Nontrivial landmark recommendation using geotagged photos
inferredcites →https://doi.org/10.1145/2484028.2484030openalex-snapshot
Time-aware point-of-interest recommendation
inferredcites →https://doi.org/10.1145/2484028.2484059openalex-snapshot
An experimental study on implicit social recommendation
inferredcites →https://doi.org/10.1145/2487575.2487673openalex-snapshot
Learning geographical preferences for point-of-interest recommendation
inferredcites →https://doi.org/10.1145/2542048openalex-snapshot
VSRank
inferredcites →https://doi.org/10.1145/2556195.2556248openalex-snapshot
Improving pairwise learning for item recommendation from implicit feedback
inferredcites →https://doi.org/10.1145/2556270openalex-snapshot
Collaborative Filtering beyond the User-Item Matrix
inferredcites →https://doi.org/10.1145/2557642.2563673openalex-snapshot
World-wide scale geotagged image dataset for automatic image annotation and reverse geotagging
inferredcites →https://doi.org/10.1145/2590974openalex-snapshot
Social-Sensed Image Search
inferredcites →https://doi.org/10.1145/2623330.2623638openalex-snapshot
GeoMF
inferredcites →https://doi.org/10.1145/2661118.2661121openalex-snapshot
Collaborative Recommendation of Photo-Taking Geolocations
inferredcites →https://doi.org/10.1145/2668111openalex-snapshot
Identifying Points of Interest Using Heterogeneous Features
inferredcites →https://doi.org/10.1145/2700465openalex-snapshot
A Hybrid Multigroup Coclustering Recommendation Framework Based on Information Fusion
inferredcites →https://doi.org/10.1145/2766462.2767722openalex-snapshot
Rank-GeoFM
inferredcites →https://doi.org/10.1145/2783258.2783350openalex-snapshot
Regularity and Conformity
inferredcites →https://doi.org/10.1145/2806416.2806516openalex-snapshot
ORec
inferredcites →https://doi.org/10.1609/aaai.v26i1.8100openalex-snapshot
Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks
inferredcites →https://doi.org/10.1609/aaai.v30i1.9971openalex-snapshot
Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts
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/cpe.5597openalex-snapshot
A scalable model for real‐time venue recommendations using MapReduce
inferred← citeshttps://doi.org/10.1007/978-3-030-00776-8_69openalex-snapshot
Image Aesthetics Assessment Based on User Social Behavior
inferred← citeshttps://doi.org/10.1007/s00500-018-3391-7openalex-snapshot
Stream-based live public opinion monitoring approach with adaptive probabilistic topic model
inferred← citeshttps://doi.org/10.1007/s00521-020-05179-wopenalex-snapshot
Temporal representation learning for time series classification
inferred← citeshttps://doi.org/10.1007/s11042-018-6182-3openalex-snapshot
Adaptive image rational upscaling with local structure as constraints
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A hybrid recommendation system based on profile expansion technique to alleviate cold start problem
inferred← citeshttps://doi.org/10.1007/s11432-020-3274-6openalex-snapshot
LECF: recommendation via learnable edge collaborative filtering
inferred← citeshttps://doi.org/10.1007/s42979-020-00316-7openalex-snapshot
Tag-Extended Collaborative Filtering Recommendation Algorithm
inferred← citeshttps://doi.org/10.1016/j.future.2019.05.065openalex-snapshot
A novel next new point-of-interest recommendation system based on simulated user travel decision-making process
inferred← citeshttps://doi.org/10.1016/j.image.2021.116367openalex-snapshot
Adaptive hypergraph learning with multi-stage optimizations for image and tag recommendation
inferred← citeshttps://doi.org/10.1016/j.ins.2019.10.011openalex-snapshot
Personalized image quality assessment with Social-Sensed aesthetic preference
inferred← citeshttps://doi.org/10.1016/j.ipm.2019.05.012openalex-snapshot
Eating healthier: Exploring nutrition information for healthier recipe recommendation
inferred← citeshttps://doi.org/10.1016/j.ipm.2021.102814openalex-snapshot
Combining Non-sampling and Self-attention for Sequential Recommendation
inferred← citeshttps://doi.org/10.1016/j.knosys.2020.105849openalex-snapshot
Personalized location recommendation by fusing sentimental and spatial context
inferred← citeshttps://doi.org/10.1016/j.knosys.2022.109888openalex-snapshot
Deep online cross-modal hashing by a co-training mechanism
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Multi-view low-rank matrix factorization using multiple manifold regularization
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Position-aware compositional embeddings for compressed recommendation systems
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A novel activity recommendation for tourists based on location using recurrent neural network in comparison with convolutional neural network with improved accuracy
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Dual-path recommendation algorithm based on CNN and attention-enhanced LSTM
inferred← citeshttps://doi.org/10.1109/access.2019.2950927openalex-snapshot
Exploring Spatial and Mobility Pattern’s Effects for Collaborative Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.1109/access.2020.3038770openalex-snapshot
Collaborative Filtering Recommendation Algorithm Based on Attention GRU and Adversarial Learning
inferred← citeshttps://doi.org/10.1109/ectidamtncon64748.2025.10962081openalex-snapshot
Mitigating Data Sparsity in Point-of-Interest Recommendation Systems Using Multi-Modal User Profiles
inferred← citeshttps://doi.org/10.1109/icip.2019.8803388openalex-snapshot
Towards Unified Aesthetics and Emotion Prediction in Images
inferred← citeshttps://doi.org/10.1109/icpads67057.2025.11323036openalex-snapshot
Diffusion-Based Implicit Feedback Modeling for Point-of-Interest Recommendation
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An Edge Intelligence Empowered Recommender System Enabling Cultural Heritage Applications
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A Joint Two-Phase Time-Sensitive Regularized Collaborative Ranking Model for Point of Interest Recommendation
inferred← citeshttps://doi.org/10.1109/tkde.2019.2931327openalex-snapshot
Sampler Design for Bayesian Personalized Ranking by Leveraging View Data
inferred← citeshttps://doi.org/10.1109/tnnls.2022.3177611openalex-snapshot
Dynamic and Static Representation Learning Network for Recommendation
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Feature-Based Online Representation Algorithm for Streaming Time Series Similarity Search
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Multi-resolution Representation for Streaming Time Series Retrieval
inferred← citeshttps://doi.org/10.1145/3378890openalex-snapshot
Semi-supervised Trajectory Understanding with POI Attention for End-to-End Trip Recommendation
inferred← citeshttps://doi.org/10.1145/3464300openalex-snapshot
CHA: Categorical Hierarchy-based Attention for Next POI 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
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Tourism Destination Recommendation Using Ontology-based Conversational Recommender System
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Predicting yield performance of parents in plant breeding: A neural collaborative filtering approach
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A Joint Two-Phase Time-Sensitive Regularized Collaborative Ranking Model for Point of Interest Recommendation
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