SOTAVerified

Session-Based Recommendations

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

Papers

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Showing 51–100 of 172 papers

TitleStatusHype
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
Neural Att entive Session-based RecommendationCode0
Neural Attentive Session-based RecommendationCode0
News Session-Based Recommendations using Deep Neural NetworksCode0
NISER: Normalized Item and Session Representations to Handle Popularity BiasCode0
On the Effectiveness of Unlearning in Session-Based RecommendationCode0
On the Importance of News Content Representation in Hybrid Neural Session-based Recommender SystemsCode0
PEN4Rec: Preference Evolution Networks for Session-based RecommendationCode0
Personalized Graph Neural Networks with Attention Mechanism for Session-Aware RecommendationCode0
Personalizing Session-based Recommendations with Hierarchical Recurrent Neural NetworksCode0
Pseudo Session-Based Recommendation with Hierarchical Embedding and Session AttributesCode0
RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-based RecommendationCode0
Rethinking Contrastive Learning in Session-based RecommendationCode0
Rethinking the Item Order in Session-based Recommendation with Graph Neural NetworksCode0
Session-based Recommendation with Graph Neural NetworksCode0
SPGL: Enhancing Session-based Recommendation with Single Positive Graph LearningCode0
SR-PredictAO: Session-based Recommendation with High-Capability Predictor Add-OnCode0
STAR: A Session-Based Time-Aware Recommender SystemCode0
Time is of the Essence: a Joint Hierarchical RNN and Point Process Model for Time and Item PredictionsCode0
Towards Communication-Efficient Model Updating for On-Device Session-Based RecommendationCode0
Understanding Diversity in Session-Based RecommendationCode0
Unsupervised Graph Embeddings for Session-based Recommendation with Item FeaturesCode0
Contextual Hybrid Session-based News Recommendation with Recurrent Neural NetworksCode0
Learning Similarity among Users for Personalized Session-Based Recommendation from hierarchical structure of User-Session-Item—0
Session-based Sequential Skip Prediction via Recurrent Neural Networks—0
Side Information-Driven Session-based Recommendation: A Survey—0
Long-tail Session-based Recommendation—0
Long-Tail Session-based Recommendation from Calibration—0
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations—0
Machine learning methods for multimedia information retrieval—0
Many-to-one Recurrent Neural Network for Session-based Recommendation—0
Matrix embedding method in match for session-based recommendation—0
Memory Augmented Neural Model for Incremental Session-based Recommendation—0
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation—0
Micro-Behavior Encoding for Session-based Recommendation—0
Mining Interest Trends and Adaptively Assigning SampleWeight for Session-based Recommendation—0
Modeling Long-Term and Short-Term Interests with Parallel Attentions for Session-based Recommendation—0
Exploiting Cross-Session Information for Session-based Recommendation with Graph Neural Networks—0
Explainable Session-based Recommendation via Path Reasoning—0
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