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
PEN4Rec: Preference Evolution Networks for Session-based RecommendationCode0
Global Context Enhanced Graph Neural Networks for Session-based RecommendationCode1
Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning—0
DAGNN: Demand-aware Graph Neural Networks for Session-based Recommendation—0
Session-aware Linear Item-Item Models for Session-based RecommendationCode1
Context-aware short-term interest first model for session-based recommendation—0
Hybrid Model with Time Modeling for Sequential Recommender SystemsCode0
Modeling Multi-Destination Trips with Sketch-Based ModelCode1
KnowledgeCheckR: Intelligent Techniques for Counteracting Forgetting—0
Session-based Recommendation with Self-Attention NetworksCode1
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
Self-Supervised Hypergraph Convolutional Networks for Session-based RecommendationCode1
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
Session-aware Recommendation: A Surprising Quest for the State-of-the-artCode1
Star Graph Neural Networks for Session-based Recommendation—0
Comprehensive Empirical Evaluation of Deep Learning Approaches for Session-based Recommendation in E-CommerceCode1
DGTN: Dual-channel Graph Transition Network for Session-based RecommendationCode1
Many-to-one Recurrent Neural Network for Session-based Recommendation—0
Exploring Longitudinal Effects of Session-based RecommendationsCode1
UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks—0
Long-tail Session-based Recommendation—0
ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based RecommendationCode1
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
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based RecommendationCode1
An efficient manifold density estimator for all recommendation systemsCode1
Modeling Personalized Item Frequency Information for Next-basket RecommendationCode1
Rethinking Item Importance in Session-based Recommendation—0
TAGNN: Target Attentive Graph Neural Networks for Session-based RecommendationCode1
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
Empirical Analysis of Session-Based Recommendation AlgorithmsCode1
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
Contextual Hybrid Session-based News Recommendation with Recurrent Neural NetworksCode0
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems—0
Session-based Sequential Skip Prediction via Recurrent Neural Networks—0
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