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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 11–20 of 172 papers

Title	Date	Tasks	Status	Hype
Positive, Negative and Neutral: Modeling Implicit Feedback in Session-based News Recommendation	May 12, 2022	ArticlesNews Recommendation	CodeCode Available	1
Price DOES Matter! Modeling Price and Interest Preferences in Session-based Recommendation	May 9, 2022	AttributeMarketing	CodeCode Available	1
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space	Apr 23, 2022	Session-Based Recommendations	CodeCode Available	1
Transition Information Enhanced Disentangled Graph Neural Networks for Session-based Recommendation	Apr 5, 2022	Graph Neural NetworkPosition	CodeCode Available	1
Disentangled Graph Neural Networks for Session-based Recommendation	Jan 10, 2022	Graph Neural NetworkSession-Based Recommendations	CodeCode Available	1
S-Walk: Accurate and Scalable Session-based Recommendationwith Random Walks	Jan 4, 2022	Computational EfficiencyRecommendation Systems	CodeCode Available	1
Learning Multi-granularity User Intent Unit for Session-based Recommendation	Dec 25, 2021	Graph Neural NetworkSession-Based Recommendations	CodeCode Available	1
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation	Oct 8, 2021	Graph Neural NetworkMulti-Task Learning	CodeCode Available	1
Self-Supervised Graph Co-Training for Session-based Recommendation	Aug 24, 2021	Contrastive LearningData Augmentation	CodeCode Available	1
Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation	Jul 8, 2021	Graph Neural NetworkSession-Based Recommendations	CodeCode Available	1

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