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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 26–50 of 172 papers

TitleStatusHype
DGTN: Dual-channel Graph Transition Network for Session-based RecommendationCode1
Beyond Co-occurrence: Multi-modal Session-based RecommendationCode1
Disentangled Graph Neural Networks for Session-based RecommendationCode1
Disentangling ID and Modality Effects for Session-based RecommendationCode1
Multi-intent-aware Session-based RecommendationCode1
An efficient manifold density estimator for all recommendation systemsCode1
Dual Intent Enhanced Graph Neural Network for Session-based New Item RecommendationCode1
Heterogeneous Global Graph Neural Networks for Personalized Session-based RecommendationCode1
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer NetworkCode1
Efficient On-Device Session-Based RecommendationCode1
Empirical Analysis of Session-Based Recommendation AlgorithmsCode1
Recurrent Neural Networks with Top-k Gains for Session-based RecommendationsCode1
Scaling Session-Based Transformer Recommendations using Optimized Negative Sampling and Loss FunctionsCode1
Comprehensive Empirical Evaluation of Deep Learning Approaches for Session-based Recommendation in E-CommerceCode1
Bi-Preference Learning Heterogeneous Hypergraph Networks for Session-based RecommendationCode0
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text GenerationCode0
Neural Att entive Session-based RecommendationCode0
Metric Learning for Session-based RecommendationsCode0
Multi-view Intent Learning and Alignment with Large Language Models for Session-based RecommendationCode0
Multi-Graph Co-Training for Capturing User Intent in Session-based RecommendationCode0
Neural Attentive Session-based RecommendationCode0
Contextual Sequence Modeling for Recommendation with Recurrent Neural NetworksCode0
Intention Adaptive Graph Neural Network for Category-aware Session-based RecommendationCode0
Hybrid Model with Time Modeling for Sequential Recommender SystemsCode0
Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell TimeCode0
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