SOTAVerified

Session-Based Recommendations

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

Papers

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Showing 1–25 of 172 papers

TitleStatusHype
Introducing Self-Attention to Target Attentive Graph Neural NetworksCode1
Multi-intent-aware Session-based RecommendationCode1
Global Context Enhanced Graph Neural Networks for Session-based RecommendationCode1
Heterogeneous Global Graph Neural Networks for Personalized Session-based RecommendationCode1
Modeling Multi-Destination Trips with Sketch-Based ModelCode1
Modeling Personalized Item Frequency Information for Next-basket RecommendationCode1
Empirical Analysis of Session-Based Recommendation AlgorithmsCode1
Exploring Longitudinal Effects of Session-based RecommendationsCode1
Efficient On-Device Session-Based RecommendationCode1
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based RecommendationCode1
Enhancing User Intent Capture in Session-Based Recommendation with Attribute PatternsCode1
Incorporating User Micro-behaviors and Item Knowledge into Multi-task Learning for Session-based RecommendationCode1
Beyond Co-occurrence: Multi-modal Session-based RecommendationCode1
Learning Multi-granularity User Intent Unit for Session-based RecommendationCode1
An efficient manifold density estimator for all recommendation systemsCode1
Disentangled Graph Neural Networks for Session-based RecommendationCode1
DGTN: Dual-channel Graph Transition Network for Session-based RecommendationCode1
Evaluation of Session-based Recommendation AlgorithmsCode1
Comprehensive Empirical Evaluation of Deep Learning Approaches for Session-based Recommendation in E-CommerceCode1
Disentangling ID and Modality Effects for Session-based RecommendationCode1
Dual Intent Enhanced Graph Neural Network for Session-based New Item RecommendationCode1
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer NetworkCode1
ADER: Adaptively Distilled Exemplar Replay Towards Continual Learning for Session-based RecommendationCode1
CORE: Simple and Effective Session-based Recommendation within Consistent Representation SpaceCode1
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News RecommendationCode1
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