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Session-Based Recommendations

Recommendation based on a sequence of events. e.g. next item prediction

Papers

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Showing 76–100 of 172 papers

TitleStatusHype
Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation—0
DAGNN: Demand-aware Graph Neural Networks for Session-based Recommendation—0
Discreetly Exploiting Inter-session Information for Session-based Recommendation—0
Optimizing Encoder-Only Transformers for Session-Based Recommendation Systems—0
Performance Comparison of Session-based Recommendation Algorithms based on GNNs—0
Distilling Transitional Pattern to Large Language Models for Multimodal Session-based Recommendation—0
Dual-Granularity Contrastive Learning for Session-based Recommendation—0
Prospective Preference Enhanced Mixed Attentive Model for Session-based Recommendation—0
Purchase as Reward : Session-based Recommendation by Imagination Reconstruction—0
Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation—0
Recommender Systems: A Primer—0
Recurrent Latent Variable Networks for Session-Based Recommendation—0
Recurrent Neural Networks for Long and Short-Term Sequential Recommendation—0
Language-Enhanced Session-Based Recommendation with Decoupled Contrastive Learning—0
Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks—0
Rethinking Item Importance in Session-based Recommendation—0
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities—0
Session-based k-NNs with Semantic Suggestions for Next-item Prediction—0
Session-Based Recommendation by Exploiting Substitutable and Complementary Relationships from Multi-behavior Data—0
SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network—0
Session-based Recommendation with Hypergraph Attention Networks—0
Session-based Sequential Skip Prediction via Recurrent Neural Networks—0
Side Information-Driven Session-based Recommendation: A Survey—0
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation—0
SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning—0
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