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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
Hierarchical Multi-Task Learning Framework for Session-based Recommendations—0
Towards Communication-Efficient Model Updating for On-Device Session-Based RecommendationCode0
Language-Enhanced Session-Based Recommendation with Decoupled Contrastive Learning—0
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text GenerationCode0
Mining Interest Trends and Adaptively Assigning SampleWeight for Session-based Recommendation—0
Pseudo Session-Based Recommendation with Hierarchical Embedding and Session AttributesCode0
Learning Similarity among Users for Personalized Session-Based Recommendation from hierarchical structure of User-Session-Item—0
Dual-Granularity Contrastive Learning for Session-based Recommendation—0
Discreetly Exploiting Inter-session Information for Session-based Recommendation—0
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation—0
Recommender Systems: A Primer—0
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation—0
Learning Recommendations from User Actions in the Item-poor Insurance DomainCode0
STAR: A Session-Based Time-Aware Recommender SystemCode0
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations—0
SR-GCL: Session-Based Recommendation with Global Context Enhanced Augmentation in Contrastive Learning—0
Understanding Diversity in Session-Based RecommendationCode0
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based RecommendationCode0
Prospective Preference Enhanced Mixed Attentive Model for Session-based Recommendation—0
Using user's local context to support local news—0
Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints—0
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities—0
Effectively Using Long and Short Sessions for Multi-Session-based Recommendations—0
Micro-Behavior Encoding for Session-based Recommendation—0
Transition Relation Aware Self-Attention for Session-based Recommendation—0
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