SOTAVerified

Session-Based Recommendations

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

Papers

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Showing 101–150 of 172 papers

TitleStatusHype
G^3SR: Global Graph Guided Session-based Recommendation—0
Graph Spring Network and Informative Anchor Selection for Session-based Recommendation—0
Modeling Complex Dependencies for Session-based Recommendations via Graph Neural Networks—0
Causality and Correlation Graph Modeling for Effective and Explainable Session-based Recommendation—0
Intention Adaptive Graph Neural Network for Category-aware Session-based RecommendationCode0
Temporal aware Multi-Interest Graph Neural Network For Session-based Recommendation—0
Session-based Recommendation with Hypergraph Attention Networks—0
Knowledge-enhanced Session-based Recommendation with Temporal Transformer—0
Long-Tail Session-based Recommendation from Calibration—0
Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning—0
Multi-behavior Graph Contextual Aware Network for Session-based Recommendation—0
Language Models as Recommender Systems: Evaluations and Limitations—0
SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network—0
Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation—0
HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation—0
Exploiting Positional Information for Session-based Recommendation—0
Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks—0
A Graph-based Method for Session-based Recommendations—0
PEN4Rec: Preference Evolution Networks for Session-based RecommendationCode0
Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning—0
DAGNN: Demand-aware Graph Neural Networks for Session-based Recommendation—0
Context-aware short-term interest first model for session-based recommendation—0
Hybrid Model with Time Modeling for Sequential Recommender SystemsCode0
KnowledgeCheckR: Intelligent Techniques for Counteracting Forgetting—0
Metric Learning for Session-based RecommendationsCode0
Session-based k-NNs with Semantic Suggestions for Next-item Prediction—0
Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation—0
Exploiting Group-level Behavior Pattern forSession-based Recommendation—0
Exploring Global Information for Session-based Recommendation—0
CaSe4SR: Using category sequence graph to augment session-based recommendationCode0
Star Graph Neural Networks for Session-based Recommendation—0
Many-to-one Recurrent Neural Network for Session-based Recommendation—0
UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks—0
Long-tail Session-based Recommendation—0
GAG: Global Attributed Graph Neural Network for Streaming Session-based RecommendationCode0
Modeling Long-Term and Short-Term Interests with Parallel Attentions for Session-based Recommendation—0
Rethinking Item Importance in Session-based Recommendation—0
Memory Augmented Neural Model for Incremental Session-based Recommendation—0
CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis]Code0
Rethinking the Item Order in Session-based Recommendation with Graph Neural NetworksCode0
Balancing Multi-level Interactions for Session-based Recommendation—0
Personalized Graph Neural Networks with Attention Mechanism for Session-Aware RecommendationCode0
Neighborhood-Enhanced and Time-Aware Model for Session-based Recommendation—0
NISER: Normalized Item and Session Representations to Handle Popularity BiasCode0
Matrix embedding method in match for session-based recommendation—0
Two-Stage Session-based Recommendations with Candidate Rank Embeddings—0
On the Importance of News Content Representation in Hybrid Neural Session-based Recommender SystemsCode0
Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation—0
Purchase as Reward : Session-based Recommendation by Imagination Reconstruction—0
Latent Variable Session-Based Recommendation—0
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