SOTAVerified

Session-Based Recommendations

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

Papers

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Showing 51–75 of 172 papers

TitleStatusHype
Discreetly Exploiting Inter-session Information for Session-based Recommendation—0
Dual-Granularity Contrastive Learning 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
Efficient On-Device Session-Based RecommendationCode1
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations—0
Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based RecommendationCode1
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
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer NetworkCode1
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
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News RecommendationCode1
Price DOES Matter! Modeling Price and Interest Preferences in Session-based RecommendationCode1
Effectively Using Long and Short Sessions for Multi-Session-based Recommendations—0
CORE: Simple and Effective Session-based Recommendation within Consistent Representation SpaceCode1
Micro-Behavior Encoding for Session-based Recommendation—0
Transition Information Enhanced Disentangled Graph Neural Networks for Session-based RecommendationCode1
Transition Relation Aware Self-Attention for Session-based Recommendation—0
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