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Travel Recommendation via Fusing Multi-Auxiliary Information into Matrix Factorization

https://doi.org/10.1145/3372118
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-540-72079-9_9openalex-snapshot
Collaborative Filtering Recommender Systems
inferredcites →https://doi.org/10.1007/s10115-017-1091-8openalex-snapshot
Forgetting techniques for stream-based matrix factorization in recommender systems
inferredcites →https://doi.org/10.1007/s11042-017-4406-6openalex-snapshot
A recommendation engine for travel products based on topic sequential patterns
inferredcites →https://doi.org/10.1016/j.im.2016.04.003openalex-snapshot
SocoTraveler : Travel-package recommendations leveraging social influence of different relationship types
inferredcites →https://doi.org/10.1016/j.ins.2014.03.063openalex-snapshot
List-wise probabilistic matrix factorization for recommendation
inferredcites →https://doi.org/10.1016/j.ins.2017.04.014openalex-snapshot
Link sign prediction by Variational Bayesian Probabilistic Matrix Factorization with Student-t Prior
inferredcites →https://doi.org/10.1016/j.tourman.2009.11.007openalex-snapshot
Progress in tourism management: A review of website evaluation in tourism research
inferredcites →https://doi.org/10.1109/icde.2016.7498229openalex-snapshot
Crowdsourced POI labelling: Location-aware result inference and Task Assignment
inferredcites →https://doi.org/10.1109/icdm.2011.118openalex-snapshot
Personalized Travel Package Recommendation
inferredcites →https://doi.org/10.1109/mc.2009.263openalex-snapshot
Matrix Factorization Techniques for Recommender Systems
inferredcites →https://doi.org/10.1109/tbdata.2016.2541160openalex-snapshot
Personalized Travel Sequence Recommendation on Multi-Source Big Social Media
inferredcites →https://doi.org/10.1109/tkde.2012.233openalex-snapshot
A Cocktail Approach for Travel Package Recommendation
inferredcites →https://doi.org/10.1109/tkde.2014.2362525openalex-snapshot
A General Geographical Probabilistic Factor Model for Point of Interest Recommendation
inferredcites →https://doi.org/10.1109/tkde.2015.2508816openalex-snapshot
Connecting Social Media to E-Commerce: Cold-Start Product Recommendation Using Microblogging Information
inferredcites →https://doi.org/10.1109/tkde.2016.2569096openalex-snapshot
User Preference Learning for Online Social Recommendation
inferredcites →https://doi.org/10.1109/tkde.2017.2690421openalex-snapshot
Efficient Keyword-Aware Representative Travel Route Recommendation
inferredcites →https://doi.org/10.1109/tkde.2018.2831682openalex-snapshot
NAIS: Neural Attentive Item Similarity Model for Recommendation
inferredcites →https://doi.org/10.1109/tsc.2015.2497241openalex-snapshot
MacroServ: A Route Recommendation Service for Large-Scale Evacuations
inferredcites →https://doi.org/10.1109/tsmc.2014.2327053openalex-snapshot
Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs
inferredcites →https://doi.org/10.1145/1557019.1557029openalex-snapshot
Regression-based latent factor models
inferredcites →https://doi.org/10.1145/1772690.1772795openalex-snapshot
Collaborative location and activity recommendations with GPS history data
inferredcites →https://doi.org/10.1145/2020408.2020426openalex-snapshot
Large-scale matrix factorization with distributed stochastic gradient descent
inferredcites →https://doi.org/10.1145/2020408.2020568openalex-snapshot
Cost-aware travel tour recommendation
inferredcites →https://doi.org/10.1145/2542665openalex-snapshot
Object-Oriented Travel Package Recommendation
inferredcites →https://doi.org/10.1145/2559169openalex-snapshot
Cost-Aware Collaborative Filtering for Travel Tour Recommendations
inferredcites →https://doi.org/10.1145/2623330.2623638openalex-snapshot
GeoMF
inferredcites →https://doi.org/10.1145/2629592openalex-snapshot
Urban Computing
inferredcites →https://doi.org/10.1145/2700495openalex-snapshot
User-Specific Feature-Based Similarity Models for Top- n Recommendation of New Items
inferredcites →https://doi.org/10.1145/2766462.2767716openalex-snapshot
Effective Latent Models for Binary Feedback in Recommender Systems
inferredcites →https://doi.org/10.1145/2783258.2783346openalex-snapshot
Dynamic Matrix Factorization with Priors on Unknown Values
inferredcites →https://doi.org/10.1145/2911451.2911489openalex-snapshot
Fast Matrix Factorization for Online Recommendation with Implicit Feedback
inferredcites →https://doi.org/10.1145/2987378openalex-snapshot
Nonnegative Matrix Factorization with Integrated Graph and Feature Learning
inferredcites →https://doi.org/10.1145/3038912.3052568openalex-snapshot
Modeling Consumer Preferences and Price Sensitivities from Large-Scale Grocery Shopping Transaction Logs
inferredcites →https://doi.org/10.1145/3077136.3080778openalex-snapshot
Personalized Itinerary Recommendation with Queuing Time Awareness
inferredcites →https://doi.org/10.1145/3078845openalex-snapshot
Personalized Air Travel Prediction
inferredcites →https://doi.org/10.1145/3136625openalex-snapshot
Feature Selection
inferredcites →https://doi.org/10.1145/3219819.3219826openalex-snapshot
Learning Tree-based Deep Model for Recommender Systems

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-032-21901-5_33openalex-snapshot
Ensemble Based Travel Route Suggestion System with Real-Time Map Visuals
inferred← citeshttps://doi.org/10.1007/978-981-16-7502-7_22openalex-snapshot
A Privacy-Preserving Anime Recommendation Method on Distributed Platform
inferred← citeshttps://doi.org/10.1007/978-981-96-0570-5_10openalex-snapshot
Temporal Preference and Knowledge-Aware Collaborative Attentive Network for Electrical Material Recommendation
inferred← citeshttps://doi.org/10.1007/978-981-99-3588-8_1openalex-snapshot
Introduction
inferred← citeshttps://doi.org/10.1007/s10115-021-01567-3openalex-snapshot
Attentive multi-task learning for group itinerary recommendation
inferred← citeshttps://doi.org/10.1007/s40558-025-00318-2openalex-snapshot
Personalized travel itinerary recommendation enhancing by user interests and point-of-interest characteristics
inferred← citeshttps://doi.org/10.1007/s41060-022-00380-7openalex-snapshot
TPEDTR: temporal preference embedding-based deep tourism recommendation with card transaction data
inferred← citeshttps://doi.org/10.1016/j.eswa.2021.116234openalex-snapshot
Multi-view Graph Attention Network for Travel Recommendation
inferred← citeshttps://doi.org/10.1016/j.eswa.2021.116240openalex-snapshot
Deep multi-graph neural networks with attention fusion for recommendation
inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e28076openalex-snapshot
Decoding the trends and the emerging research directions of E-commerce and tourism in the light of Resource Dependence Theory: A bibliometric analysis
inferred← citeshttps://doi.org/10.1016/j.inffus.2022.11.018openalex-snapshot
Dual-grained human mobility learning for location-aware trip recommendation with spatial–temporal graph knowledge fusion
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.knosys.2020.106511openalex-snapshot
Neural Attentive Travel package Recommendation via exploiting long-term and short-term behaviors
inferred← citeshttps://doi.org/10.1016/j.knosys.2021.107521openalex-snapshot
A multi-task learning approach for improving travel recommendation with keywords generation
inferred← citeshttps://doi.org/10.1016/j.knosys.2022.109035openalex-snapshot
Motif discovery based traffic pattern mining in attributed road networks
inferred← citeshttps://doi.org/10.1016/j.neucom.2021.08.125openalex-snapshot
Multi-modal discrete tensor decomposition hashing for efficient multimedia retrieval
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.128718openalex-snapshot
A collaborative filtering recommender systems: Survey
inferred← citeshttps://doi.org/10.1016/j.tourman.2021.104357openalex-snapshot
Customer purchase forecasting for online tourism: A data-driven method with multiplex behavior data
inferred← citeshttps://doi.org/10.1038/s41598-025-34585-0openalex-snapshot
Deep neural collaborative filtering model for personalized travel recommendation
inferred← citeshttps://doi.org/10.1080/08839514.2023.2203574openalex-snapshot
Intelligent recommendation model of tourist places based on collaborative filtering and user preferences
inferred← citeshttps://doi.org/10.1109/access.2024.3462750openalex-snapshot
A Systematic Review of the Impact of Auxiliary Information on Recommender Systems
inferred← citeshttps://doi.org/10.1109/seaa64295.2024.00057openalex-snapshot
On the Need for Configurable Travel Recommender Systems: A Systematic Mapping Study
inferred← citeshttps://doi.org/10.1109/tits.2020.2987645openalex-snapshot
Multi-Task Travel Route Planning With a Flexible Deep Learning Framework
inferred← citeshttps://doi.org/10.1109/tkde.2021.3130265openalex-snapshot
FedDSR: Daily Schedule Recommendation in a Federated Deep Reinforcement Learning Framework
inferred← citeshttps://doi.org/10.1109/tlt.2021.3058644openalex-snapshot
Evaluating the Quality of Learning Resources: A Learnersourcing Approach
inferred← citeshttps://doi.org/10.1145/3564609openalex-snapshot
Trip Reinforcement Recommendation with Graph-based Representation Learning
inferred← citeshttps://doi.org/10.1145/3570959openalex-snapshot
Keywords-enhanced Deep Reinforcement Learning Model for Travel Recommendation
inferred← citeshttps://doi.org/10.1145/3577032openalex-snapshot
A Multi-Task Graph Neural Network with Variational Graph Auto-Encoders for Session-Based Travel Packages Recommendation
inferred← citeshttps://doi.org/10.1145/3641277openalex-snapshot
Geography-aware Heterogeneous Graph Contrastive Learning for Travel Recommendation
inferred← citeshttps://doi.org/10.14569/ijacsa.2025.0160610openalex-snapshot
Impact of Auxiliary Information in Generative Artificial Intelligence Models for Cross-Domain Recommender Systems
inferred← citeshttps://doi.org/10.18280/ria.340108openalex-snapshot
Improving Multi-class Co-Clustering-Based Collaborative Recommendation Using Item Tags
inferred← citeshttps://doi.org/10.3390/sym17050686openalex-snapshot
Multivariate Time-Series Missing Data Imputation with Convolutional Transformer Model
inferred← citeshttps://doi.org/10.4108/eetsis.5782openalex-snapshot
Design Method for Travel E-commerce Platform Based on HHO imparoved K-means Clustering Algorithm
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