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
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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