Session-Based Recommendations

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

Papers

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Showing 151–172 of 172 papers

Title	Date	Tasks	Status
Neural Att entive Session-based Recommendation	Nov 3, 2017	Session-Based Recommendations	CodeCode Available
Neural Attentive Session-based Recommendation	Nov 13, 2017	Session-Based Recommendations	CodeCode Available
News Session-Based Recommendations using Deep Neural Networks	Jul 31, 2018	ArticlesNews Recommendation	CodeCode Available
NISER: Normalized Item and Session Representations to Handle Popularity Bias	Sep 10, 2019	Session-Based Recommendations	CodeCode Available
On the Effectiveness of Unlearning in Session-Based Recommendation	Dec 22, 2023	Session-Based Recommendations	CodeCode Available
On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems	Jul 12, 2019	ArticlesRecommendation Systems	CodeCode Available
PEN4Rec: Preference Evolution Networks for Session-based Recommendation	Jun 17, 2021	RetrievalSession-Based Recommendations	CodeCode Available
Personalized Graph Neural Networks with Attention Mechanism for Session-Aware Recommendation	Oct 20, 2019	Graph Neural NetworkMachine Translation	CodeCode Available
Personalizing Session-based Recommendations with Hierarchical Recurrent Neural Networks	Jun 13, 2017	Session-Based Recommendations	CodeCode Available
Pseudo Session-Based Recommendation with Hierarchical Embedding and Session Attributes	Jun 6, 2023	Session-Based Recommendations	CodeCode Available
RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-based Recommendation	Dec 6, 2018	DecoderSession-Based Recommendations	CodeCode Available
Rethinking Contrastive Learning in Session-based Recommendation	Jun 5, 2025	Contrastive LearningSelf-Supervised Learning	CodeCode Available
Rethinking the Item Order in Session-based Recommendation with Graph Neural Networks	Nov 27, 2019	Graph ClassificationRecommendation Systems	CodeCode Available
Session-based Recommendation with Graph Neural Networks	Nov 1, 2018	Recommendation SystemsSession-Based Recommendations	CodeCode Available
SPGL: Enhancing Session-based Recommendation with Single Positive Graph Learning	Dec 16, 2024	Graph LearningSession-Based Recommendations	CodeCode Available
SR-PredictAO: Session-based Recommendation with High-Capability Predictor Add-On	Sep 20, 2023	Recommendation SystemsSession-Based Recommendations	CodeCode Available
STAR: A Session-Based Time-Aware Recommender System	Nov 11, 2022	Recommendation SystemsSession-Based Recommendations	CodeCode Available
Time is of the Essence: a Joint Hierarchical RNN and Point Process Model for Time and Item Predictions	Dec 4, 2018	Session-Based Recommendations	CodeCode Available
Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation	Aug 24, 2023	Recommendation SystemsSession-Based Recommendations	CodeCode Available
Understanding Diversity in Session-Based Recommendation	Aug 29, 2022	DiversityRecommendation Systems	CodeCode Available
Unsupervised Graph Embeddings for Session-based Recommendation with Item Features	Feb 19, 2025	Recommendation SystemsSequential Recommendation	CodeCode Available
Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks	Apr 15, 2019	News RecommendationRecommendation Systems	CodeCode Available

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