专题:Recommender Systems and Techniques

This cluster of papers focuses on the advancements in recommender system technologies, including collaborative filtering, matrix factorization, deep learning, content-based recommendation, web mining, context-aware recommender systems, neural networks, user modeling, and trust-aware recommender systems. The papers cover various techniques and methodologies for improving recommendation accuracy and addressing challenges such as cold start problems and privacy concerns.
最新文献
A Comprehensive Survey on Deep Graph Representation Learning

article Full Text OpenAlex

Genetic Algorithm Based Personalized Travel Recommendation System

article Full Text OpenAlex

SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation

article Full Text OpenAlex

On the Effectiveness of Unlearning in Session-Based Recommendation

preprint Full Text OpenAlex

Collaborative Tag-Aware Graph Neural Network for Long-Tail Service Recommendation

article Full Text OpenAlex

Privacy-preserving Multi-source Cross-domain Recommendation Based on Knowledge Graph

article Full Text OpenAlex

Learning context-aware region similarity with effective spatial normalization over Point-of-Interest data

article Full Text OpenAlex

Multilevel Contrastive Graph Masked Autoencoders for Unsupervised Graph-Structure Learning

article Full Text OpenAlex

Intersectional Two-sided Fairness in Recommendation

preprint Full Text OpenAlex

Integrating user-side information into matrix factorization to address data sparsity of collaborative filtering

article Full Text OpenAlex

近5年高被引文献
Self-supervised Graph Learning for Recommendation

article Full Text OpenAlex 1162 FWCI237.5621906

Graph Neural Networks in Recommender Systems: A Survey

review Full Text OpenAlex 963 FWCI358.71160837

Graph Contrastive Learning with Adaptive Augmentation

preprint Full Text OpenAlex 952 FWCI101.45347054

Proceedings of the 29th ACM International Conference on Multimedia

paratext Full Text OpenAlex 921 FWCI0

Proceedings of the 31st ACM International Conference on Multimedia

paratext Full Text OpenAlex 588 FWCI0

Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks

article Full Text OpenAlex 567 FWCI30.06577507

International Journal of Computer Science and Mobile Computing

paratext Full Text OpenAlex 563 FWCI0

Bias and Debias in Recommender System: A Survey and Future Directions

article Full Text OpenAlex 543 FWCI186.9556264

A Survey of Recommendation Systems: Recommendation Models, Techniques, and Application Fields

article Full Text OpenAlex 529 FWCI201.01529749

A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions

article Full Text OpenAlex 526 FWCI322.85054119