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Joint Modeling of User Check-in Behaviors for Real-time Point-of-Interest Recommendation
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
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Time-aware recommender systems: a comprehensive survey and analysis of existing evaluation protocols
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Concept Decompositions for Large Sparse Text Data Using Clustering
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On sequential Monte Carlo sampling methods for Bayesian filtering
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LARS: A Location-Aware Recommender System
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Discovering interpretable geo-social communities for user behavior prediction
inferredcites →https://doi.org/10.1109/icde.2016.7498304openalex-snapshot
SPORE: A sequential personalized spatial item recommender system
inferredcites →https://doi.org/10.1109/icdm.2008.140openalex-snapshot
On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking
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inferredcites →https://doi.org/10.1109/icdm.2012.168openalex-snapshot
Scalable Coordinate Descent Approaches to Parallel Matrix Factorization for Recommender Systems
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Amazon.com recommendations: item-to-item collaborative filtering
inferredcites →https://doi.org/10.1109/tkde.2005.99openalex-snapshot
Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions
inferredcites →https://doi.org/10.1109/tpami.2012.185openalex-snapshot
Learning Topic Models by Belief Propagation
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Topic Models over Text Streams: A Study of Batch and Online Unsupervised Learning
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Fast Exact Max-kernel Search
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Point-of-Interest Recommendation in Location Based Social Networks with Topic and Location Awareness
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Cover trees for nearest neighbor
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Large-scale matrix factorization with distributed stochastic gradient descent
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Active learning for online bayesian matrix factorization
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Time-aware point-of-interest recommendation
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Learning geographical preferences for point-of-interest recommendation
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Stochastic collapsed variational Bayesian inference for latent Dirichlet allocation
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Location recommendation for out-of-town users in location-based social networks
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Spatial topic modeling in online social media for location recommendation
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Speeding up the Xbox recommender system using a euclidean transformation for inner-product spaces
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Modeling Location-Based User Rating Profiles for Personalized Recommendation
inferredcites →https://doi.org/10.1145/2695664.2695678openalex-snapshot
Real-time recommendations for user-item streams
inferredcites →https://doi.org/10.1145/2699670openalex-snapshot
Dynamic User Modeling in Social Media Systems
inferredcites →https://doi.org/10.1145/2733373.2806339openalex-snapshot
Joint Modeling of Users' Interests and Mobility Patterns for Point-of-Interest Recommendation
inferredcites →https://doi.org/10.1145/2783258.2783331openalex-snapshot
Modeling User Mobility for Location Promotion in Location-based Social Networks
inferredcites →https://doi.org/10.1145/2806416.2806500openalex-snapshot
Joint Modeling of User Check-in Behaviors for Point-of-Interest Recommendation
inferredcites →https://doi.org/10.1145/375551.375567openalex-snapshot
Optimal aggregation algorithms for middleware
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Does Distance Matter in the Age of the Internet?
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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.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
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Exploring Millions of Footprints in Location Sharing Services
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Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS)
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Differential Privacy Space Decomposition Algorithm Based on Hierarchical Model
inferred← citeshttps://doi.org/10.1145/3108148openalex-snapshot
Local Representative-Based Matrix Factorization for Cold-Start Recommendation
inferred← citeshttps://doi.org/10.1145/3132847.3132898openalex-snapshot
Exploiting Spatio-Temporal User Behaviors for User Linkage
inferred← citeshttps://doi.org/10.1145/3159652.3159688openalex-snapshot
Discrete Deep Learning for Fast Content-Aware Recommendation
inferred← citeshttps://doi.org/10.1145/3182165openalex-snapshot
Unsupervised Learning of Parsimonious General-Purpose Embeddings for User and Location Modeling
inferred← citeshttps://doi.org/10.1145/3184558.3191585openalex-snapshot
Incremental Matrix Co-factorization for Recommender Systems with Implicit Feedback
inferred← citeshttps://doi.org/10.1145/3209978.3210016openalex-snapshot
Streaming Ranking Based Recommender Systems
inferred← citeshttps://doi.org/10.1145/3210272.3210274openalex-snapshot
Density-based Multimodal Spatial Clustering using Pre-trained Deep Network for Extracting Local Topics
inferred← citeshttps://doi.org/10.1145/3219819.3220004openalex-snapshot
Neural Memory Streaming Recommender Networks with Adversarial Training
inferred← citeshttps://doi.org/10.1145/3231933openalex-snapshot
Personalized Context-Aware Point of Interest Recommendation
inferred← citeshttps://doi.org/10.1145/3292500.3330839openalex-snapshot
Streaming Session-based Recommendation
inferred← citeshttps://doi.org/10.1145/3295499openalex-snapshot
Spatiotemporal Representation Learning for Translation-Based POI Recommendation
inferred← citeshttps://doi.org/10.1145/3331184.3331258openalex-snapshot
Online User Representation Learning Across Heterogeneous Social Networks
inferred← citeshttps://doi.org/10.1145/3343037openalex-snapshot
Group-Based Recurrent Neural Networks for POI Recommendation
inferred← citeshttps://doi.org/10.1145/3352592openalex-snapshot
Enhancing Personalized Recommendation by Implicit Preference Communities Modeling
inferred← citeshttps://doi.org/10.1145/3354187openalex-snapshot
Next and Next New POI Recommendation via Latent Behavior Pattern Inference
inferred← citeshttps://doi.org/10.1145/3366423.3380170openalex-snapshot
Next Point-of-Interest Recommendation on Resource-Constrained Mobile Devices
inferred← citeshttps://doi.org/10.1145/3369822openalex-snapshot
Learning from Hometown and Current City
inferred← citeshttps://doi.org/10.1145/3372154openalex-snapshot
Local Variational Feature-Based Similarity Models for Recommending Top- N New Items
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/10.1145/3383972.3383979openalex-snapshot
Functional Regions Discovery and Evaluation using Spatial and Semantic Data
inferred← citeshttps://doi.org/10.1145/3404835.3463243openalex-snapshot
POINTREC: A Test Collection for Narrative-driven Point of Interest Recommendation
inferred← citeshttps://doi.org/10.1145/3459955.3460607openalex-snapshot
An Improved Merchant Recommendation Algorithm Based on User Reviews
inferred← citeshttps://doi.org/10.1145/3464300openalex-snapshot
CHA: Categorical Hierarchy-based Attention for Next POI Recommendation
inferred← citeshttps://doi.org/10.1145/3477495.3531949openalex-snapshot
CAPTOR: A Crowd-Aware Pre-Travel Recommender System for Out-of-Town Users
inferred← citeshttps://doi.org/10.1145/3477495.3532012openalex-snapshot
Learning Graph-based Disentangled Representations for Next POI Recommendation
inferred← citeshttps://doi.org/10.1145/3485631openalex-snapshot
STARec: Adaptive Learning with Spatiotemporal and Activity Influence for POI Recommendation
inferred← citeshttps://doi.org/10.1145/3529091openalex-snapshot
Predicting a Person’s Next Activity Region with a Dynamic Region-Relation-Aware Graph Neural Network
inferred← citeshttps://doi.org/10.1145/3539618.3591634openalex-snapshot
Adaptive Graph Representation Learning for Next POI Recommendation
inferred← citeshttps://doi.org/10.1145/3560487openalex-snapshot
User Cold-Start Recommendation via Inductive Heterogeneous Graph Neural Network
inferred← citeshttps://doi.org/10.1145/3631700.3665183openalex-snapshot
ScrollyPOI: A Narrative-Driven Interactive Recommender System for Points-of-Interest Exploration and Explainability
inferred← citeshttps://doi.org/10.1145/3681785openalex-snapshot
AdaGIN: Adaptive Graph Interaction Network for Click-Through Rate Prediction
inferred← citeshttps://doi.org/10.1145/3688571openalex-snapshot
CETN: Contrast-enhanced Through Network for Click-Through Rate Prediction
inferred← citeshttps://doi.org/10.1145/3726302.3729978openalex-snapshot
FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation
inferred← citeshttps://doi.org/10.1145/3746252.3761018openalex-snapshot
Harnessing Large Language Models for Group POI Recommendations
inferred← citeshttps://doi.org/10.1155/2018/6928605openalex-snapshot
Exploiting Spatial and Temporal for Point of Interest Recommendation
inferred← citeshttps://doi.org/10.1155/2019/8503962openalex-snapshot
Discovering Travel Community for POI Recommendation on Location‐Based Social Networks
inferred← citeshttps://doi.org/10.1155/2022/9523984openalex-snapshot
Cyber-Physical-Social Model for Service Recommendation in the Internet of Things
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.0235502openalex-snapshot
Evolution and impact of bias in human and machine learning algorithm interaction
inferred← citeshttps://doi.org/10.1609/aaai.v34i01.5353openalex-snapshot
Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation
inferred← citeshttps://doi.org/10.1609/aaai.v35i5.16581openalex-snapshot
Out-of-Town Recommendation with Travel Intention Modeling
inferred← citeshttps://doi.org/10.21203/rs.3.rs-1197954/v1openalex-snapshot
Context-aware POI Recommendation using Neutrosophic Set for Mobile Edge Computing
inferred← citeshttps://doi.org/10.24963/ijcai.2020/445openalex-snapshot
Discovering Subsequence Patterns for Next POI Recommendation
inferred← citeshttps://doi.org/10.32657/10356/164128openalex-snapshot
Towards better urban intelligence: representation learning techniques for geospatial data analytics
inferred← citeshttps://doi.org/10.3390/app122413001openalex-snapshot
CSRLoan: Cold Start Loan Recommendation with Semantic-Enhanced Neural Matrix Factorization
inferred← citeshttps://doi.org/10.3390/app13031236openalex-snapshot
Event-Based Probabilistic Embedding for POI Recommendation
inferred← citeshttps://doi.org/10.3390/ijgi11100497openalex-snapshot
Using Flickr Data to Understand Image of Urban Public Spaces with a Deep Learning Model: A Case Study of the Haihe River in Tianjin
inferred← citeshttps://doi.org/10.3390/ijgi13010022openalex-snapshot
Probabilistic Time Geographic Modeling Method Considering POI Semantics
inferred← citeshttps://doi.org/10.3390/info9060143openalex-snapshot
An Extended-Tag-Induced Matrix Factorization Technique for Recommender Systems
inferred← citeshttps://doi.org/10.3929/ethz-b-000462522openalex-snapshot
SCALANA: Automating Scaling Loss Detection with Graph Analysis
inferred← citeshttps://doi.org/10.4018/ijaec.2019010104openalex-snapshot
Personalized Location Recommendation System Personalized Location Recommendation System
inferred← citeshttps://doi.org/10.4018/ijwsr.2018070105openalex-snapshot
Cross-Urban Point-of-Interest Recommendation for Non-Natives
inferred← citeshttps://doi.org/10.48550/arxiv.1607.00647openalex-snapshot
A Survey of Point-of-interest Recommendation in Location-based Social Networks
inferred← citeshttps://doi.org/10.48550/arxiv.1704.03507openalex-snapshot
Unsupervised Learning of Parsimonious General-Purpose Embeddings for User and Location Modelling
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
inferred← citeshttps://doi.org/10.48550/arxiv.2101.12555openalex-snapshot
Out-of-Town Recommendation with Travel Intention Modeling
inferred← citeshttps://doi.org/10.48550/arxiv.2110.06523openalex-snapshot
Recommending POIs for Tourists by User Behavior Modeling and Pseudo-Rating
inferred← citeshttps://doi.org/10.5281/zenodo.21590301openalex-snapshot
A Novel Approach for Optimal Travel Route Search using Spatial Keyword Recommendation
inferred← citeshttps://doi.org/10.70675/bb204994z4fc0z4f20zafd5z23b5068ae3baopenalex-snapshot
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