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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 111–120 of 172 papers

Title	Date	Tasks	Status	Hype
Metric Learning for Session-based Recommendations	Jan 7, 2021	Learning-To-RankMetric Learning	CodeCode Available	0
Session-based k-NNs with Semantic Suggestions for Next-item Prediction	Dec 16, 2020	Change DetectionSession-Based Recommendations	—Unverified	0
Batch-Constrained Distributional Reinforcement Learning for Session-based Recommendation	Dec 16, 2020	Deep Reinforcement LearningDistributional Reinforcement Learning	—Unverified	0
Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation	Dec 12, 2020	Self-Supervised LearningSession-Based Recommendations	CodeCode Available	1
Exploiting Group-level Behavior Pattern forSession-based Recommendation	Dec 10, 2020	Representation LearningSession-Based Recommendations	—Unverified	0
Exploring Global Information for Session-based Recommendation	Nov 20, 2020	Session-Based Recommendations	—Unverified	0
CaSe4SR: Using category sequence graph to augment session-based recommendation	Nov 6, 2020	Session-Based Recommendations	CodeCode Available	0
Session-aware Recommendation: A Surprising Quest for the State-of-the-art	Nov 6, 2020	Recommendation SystemsSession-Based Recommendations	CodeCode Available	1
Star Graph Neural Networks for Session-based Recommendation	Oct 19, 2020	Graph Neural NetworkSession-Based Recommendations	—Unverified	0
Comprehensive Empirical Evaluation of Deep Learning Approaches for Session-based Recommendation in E-Commerce	Oct 17, 2020	Recommendation SystemsSession-Based Recommendations	CodeCode Available	1

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