SOTAVerified

Session-Based Recommendations

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

Papers

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Showing 126–150 of 172 papers

TitleStatusHype
Recurrent Neural Networks for Long and Short-Term Sequential Recommendation—0
DAGNN: Demand-aware Graph Neural Networks for Session-based Recommendation—0
Using user's local context to support local news—0
Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks—0
When Recurrent Neural Networks meet the Neighborhood for Session-Based Recommendation—0
Rethinking Item Importance in Session-based Recommendation—0
Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation—0
Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation—0
Context-aware short-term interest first model for session-based recommendation—0
Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning—0
Causality and Correlation Graph Modeling for Effective and Explainable Session-based Recommendation—0
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities—0
Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation—0
Balancing Multi-level Interactions for Session-based Recommendation—0
Session-based k-NNs with Semantic Suggestions for Next-item Prediction—0
G^3SR: Global Graph Guided Session-based Recommendation—0
GRAINRec: Graph and Attention Integrated Approach for Real-Time Session-Based Item Recommendations—0
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey—0
Exploring Popularity Bias in Session-based Recommendation—0
Graph Spring Network and Informative Anchor Selection for Session-based Recommendation—0
Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation—0
HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation—0
Exploring Global Information for Session-based Recommendation—0
Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints—0
Session-Based Recommendation by Exploiting Substitutable and Complementary Relationships from Multi-behavior Data—0
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