SOTAVerified

Session-Based Recommendations

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

Papers

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Showing 101–150 of 172 papers

TitleStatusHype
A Survey on Side Information-driven Session-based Recommendation: From a Data-centric Perspective—0
Augmenting Recurrent Neural Networks with High-Order User-Contextual Preference for Session-Based Recommendation—0
Star Graph Neural Networks for Session-based Recommendation—0
TempGNN: Temporal Graph Neural Networks for Dynamic Session-Based Recommendations—0
Temporal aware Multi-Interest Graph Neural Network For Session-based Recommendation—0
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation—0
Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation—0
Transition Relation Aware Self-Attention for Session-based Recommendation—0
Two-Stage Session-based Recommendations with Candidate Rank Embeddings—0
UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks—0
Balancing Multi-level Interactions for Session-based Recommendation—0
Explainable Session-based Recommendation via Path Reasoning—0
Using user's local context to support local news—0
When Recurrent Neural Networks meet the Neighborhood for Session-Based Recommendation—0
Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks—0
Exploiting Positional Information for Session-based Recommendation—0
Exploiting Group-level Behavior Pattern forSession-based Recommendation—0
Exploring Global Information for Session-based Recommendation—0
Exploring Popularity Bias in Session-based Recommendation—0
G^3SR: Global Graph Guided Session-based Recommendation—0
Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation—0
GRAINRec: Graph and Attention Integrated Approach for Real-Time Session-Based Item Recommendations—0
Graph and Sequential Neural Networks in Session-based Recommendation: A Survey—0
Graph Spring Network and Informative Anchor Selection for Session-based Recommendation—0
Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation—0
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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