Self-Attentive Sequential Recommendation
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- Type
- preprint
- Published
- 2018-08-20
- Cited by
- 4,082
- References
- 49
- Access
- Open access
- OpenAlex
- https://openalex.org/W2888983470
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:52127932
Keywords
Computer science, Recurrent neural network, Artificial intelligence, Context (archaeology), Semantics (computer science)
References
- Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization
- Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
- Gradient Flow in Recurrent Nets: the Difficulty of Learning Long-Term Dependencies
- AutoRec: Autoencoders Meet Collaborative Filtering
- Learning Hierarchical Representation Model for NextBasket Recommendation
- Factorization meets the neighborhood: a multifaceted collaborative filtering model
- Image-Based Recommendations on Styles and Substitutes
- Matrix Factorization Techniques for Recommender Systems
- Collaborative filtering with temporal dynamics
- Dropout: a simple way to prevent neural networks from overfitting
- Collaborative Filtering for Implicit Feedback Datasets
- FISM: factored item similarity models for top-N recommender systems
- Collaborative Deep Learning for Recommender Systems
- Factorizing personalized Markov chains for next-basket recommendation
- Deep Residual Learning for Image Recognition
- Personalized Ranking Metric Embedding for Next New POI Recommendation
- Vista: A Visually, Socially, and Temporally-aware Model for Artistic Recommendation
- Convolutional Matrix Factorization for Document Context-Aware Recommendation
- Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
- Recurrent Recommender Networks
Cited by
- Productivity, Portability, Performance: Data-Centric Python
- Deep Learning for Matching in Search and Recommendation
- Multi-Scale Quasi-RNN for Next Item Recommendation
- Translation-Based Sequential Recommendation for Complex Users on Sparse Data
- BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer
- Personalized Context-aware Re-ranking for E-commerce Recommender Systems
- Latent Variable Session-Based Recommendation
- An Attentive Survey of Attention Models
- Lifelong Sequential Modeling with Personalized Memorization for User Response Prediction
- Recommender Systems for Online Video Game Platforms: the Case of STEAM
- Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers
- POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion
- AIR: Attentional Intention-Aware Recommender Systems
- Dual Sequential Prediction Models Linking Sequential Recommendation and Information Dissemination
- Interpretable ICD Code Embeddings with Self- and Mutual-Attention Mechanisms
- Online Purchase Prediction via Multi-Scale Modeling of Behavior Dynamics
- Hierarchical Gating Networks for Sequential Recommendation
- A Geographical-Temporal Awareness Hierarchical Attention Network for Next Point-of-Interest Recommendation
- Modeling the Past and Future Contexts for Session-based Recommendation
- Deep Learning-Based Sequential Recommender Systems: Concepts, Algorithms, and Evaluations
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