Session-Based Recommendations

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

Papers

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Showing 51–75 of 172 papers

Title	Date	Tasks	Status	Score
PEN4Rec: Preference Evolution Networks for Session-based Recommendation	Jun 17, 2021	RetrievalSession-Based Recommendations	CodeCode Available	5
NISER: Normalized Item and Session Representations to Handle Popularity Bias	Sep 10, 2019	Session-Based Recommendations	CodeCode Available	5
News Session-Based Recommendations using Deep Neural Networks	Jul 31, 2018	ArticlesNews Recommendation	CodeCode Available	5
On the Effectiveness of Unlearning in Session-Based Recommendation	Dec 22, 2023	Session-Based Recommendations	CodeCode Available	5
Personalized Graph Neural Networks with Attention Mechanism for Session-Aware Recommendation	Oct 20, 2019	Graph Neural NetworkMachine Translation	CodeCode Available	5
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation	Jun 26, 2022	Session-Based Recommendations	CodeCode Available	5
Context-aware Session-based Recommendation with Graph Neural Networks	Oct 14, 2023	Session-Based Recommendations	CodeCode Available	5
Enhancing Sequential Music Recommendation with Negative Feedback-informed Contrastive Learning	Sep 11, 2024	Contrastive LearningMusic Recommendation	CodeCode Available	5
Neural Attentive Session-based Recommendation	Nov 13, 2017	Session-Based Recommendations	CodeCode Available	5
Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks	Jun 13, 2017	Session-Based Recommendations	CodeCode Available	5
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation	Feb 14, 2024	Session-Based Recommendations	CodeCode Available	5
Bi-Preference Learning Heterogeneous Hypergraph Networks for Session-based Recommendation	Nov 2, 2023	Multi-Task LearningSession-Based Recommendations	CodeCode Available	5
Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based Recommendation	Oct 14, 2024	AttributeGraph Neural Network	CodeCode Available	5
A Simple Yet Effective Approach for Diversified Session-Based Recommendation	Mar 30, 2024	DiversityRecommendation Systems	CodeCode Available	5
Inter-Session Modeling for Session-Based Recommendation	Jun 22, 2017	Recommendation SystemsSession-Based Recommendations	CodeCode Available	5
Intention Adaptive Graph Neural Network for Category-aware Session-based Recommendation	Dec 31, 2021	Graph Neural NetworkSession-Based Recommendations	CodeCode Available	5
CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis]	Dec 29, 2019	ArticlesNews Recommendation	CodeCode Available	5
Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation	Dec 15, 2024	Contrastive LearningSession-Based Recommendations	CodeCode Available	5
Metric Learning for Session-based Recommendations	Jan 7, 2021	Learning-To-RankMetric Learning	CodeCode Available	5
Improving Session Recommendation with Recurrent Neural Networks by Exploiting Dwell Time	Jun 30, 2017	Model SelectionSession-Based Recommendations	CodeCode Available	5
CaSe4SR: Using category sequence graph to augment session-based recommendation	Nov 6, 2020	Session-Based Recommendations	CodeCode Available	5
Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation	Feb 21, 2024	Recommendation SystemsSession-Based Recommendations	CodeCode Available	5
Learning Recommendations from User Actions in the Item-poor Insurance Domain	Nov 28, 2022	Session-Based Recommendations	CodeCode Available	5
Hybrid Model with Time Modeling for Sequential Recommender Systems	Mar 7, 2021	Deep LearningRecommendation Systems	CodeCode Available	5
Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks	Apr 15, 2019	News RecommendationRecommendation Systems	CodeCode Available	5

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