Repeated Padding for Sequential Recommendation
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- Repeated Padding for Sequential Recommendation
Recommendations
Diffusion Augmentation for Sequential Recommendation
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge ManagementSequential recommendation (SRS) has become the technical foundation in many applications recently, which aims to recommend the next item based on the user's historical interactions. However, sequential recommendation often faces the problem of data ...
Repetition and Exploration in Sequential Recommendation
SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information RetrievalIn several recommendation scenarios, including next basket recommendation, the importance of repetition and exploration has been discovered and studied. Sequential recommenders (SR) aim to infer a user's preferences and suggest the next item for them to ...
Data Augmentation Integrating User Preferences for Sequential Recommendation
Advanced Intelligent Computing Technology and ApplicationsAbstractIn order to effectively alleviate the data sparsity issue, the application of contrastive learning in sequential recommendation is studied. To address the problem of noise introduced by random data augmentation, the data augmentation method ...
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- SIGWEB: ACM Special Interest Group on Hypertext, Hypermedia, and Web
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- SIGCHI: ACM Special Interest Group on Computer-Human Interaction
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Association for Computing Machinery
New York, NY, United States
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- Science and Technology Projects in Liaoning Province
- Fundamental Research Funds for the Central Universities
- National Natural Science Foundation of China
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