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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 126–150 of 172 papers

TitleStatusHype
HCGR: Hyperbolic Contrastive Graph Representation Learning for Session-based Recommendation—0
Heterogeneous Graph Neural Network for Personalized Session-Based Recommendation with User-Session Constraints—0
Xception: Deep Learning with Depthwise Separable ConvolutionsCode0
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text GenerationCode0
A Simple Yet Effective Approach for Diversified Session-Based RecommendationCode0
Bi-Preference Learning Heterogeneous Hypergraph Networks for Session-based RecommendationCode0
CaSe4SR: Using category sequence graph to augment session-based recommendationCode0
CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis]Code0
Context-aware Session-based Recommendation with Graph Neural NetworksCode0
Contextual Sequence Modeling for Recommendation with Recurrent Neural NetworksCode0
Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based RecommendationCode0
Enhancing ID and Text Fusion via Alternative Training in Session-based RecommendationCode0
Enhancing Sequential Music Recommendation with Negative Feedback-informed Contrastive LearningCode0
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based RecommendationCode0
GAG: Global Attributed Graph Neural Network for Streaming Session-based RecommendationCode0
Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based RecommendationCode0
Hybrid Model with Time Modeling for Sequential Recommender SystemsCode0
Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell TimeCode0
Intention Adaptive Graph Neural Network for Category-aware Session-based RecommendationCode0
Inter-Session Modeling for Session-Based RecommendationCode0
Learning Recommendations from User Actions in the Item-poor Insurance DomainCode0
Linear Item-Item Model with Neural Knowledge for Session-based RecommendationCode0
Multi-view Intent Learning and Alignment with Large Language Models for Session-based RecommendationCode0
Metric Learning for Session-based RecommendationsCode0
Multi-Graph Co-Training for Capturing User Intent in Session-based RecommendationCode0
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