Matrix Factorization Techniques for Recommender Systems
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- Type
- article
- Published
- 2009-08-01
- Cited by
- 11,093
- References
- 12
- OpenAlex
- https://openalex.org/W2054141820
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:58370896
Keywords
Recommender system, Computer science, Matrix decomposition, Factorization, Product (mathematics)
References
- Application of Dimensionality Reduction in Recommender System - A Case Study
- Using collaborative filtering to weave an information tapestry
- Factorization meets the neighborhood: a multifaceted collaborative filtering model
- Major components of the gravity recommendation system
- Collaborative filtering with temporal dynamics
- Collaborative Filtering for Implicit Feedback Datasets
- Probabilistic Matrix Factorization
- Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights
- The Netflix Prize
- Probabilistic Matrix Factorization
- Large-Scale Parallel Collaborative Filtering for the Netflix Prize
- Improving regularized singular value decomposition for collaborative filtering
- Seventh IEEE International Conference on Data Mining Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights
Cited by
- Goal-driven collaborative filtering
- Quality assurance in crowdsourcing via matrix factorization based task routing
- Online Passive-Aggressive Algorithms for Non-Negative Matrix Factorization and Completion
- Introduction on health recommender systems.
- Walking on a User Similarity Network towards Personalized Recommendations
- An improved memory-based collaborative filtering method based on the TOPSIS technique
- Differential Context Modeling in Collaborative Filtering
- TopicMF: Simultaneously Exploiting Ratings and Reviews for Recommendation
- Deep Modeling of Group Preferences for Group-Based Recommendation
- Sparse coding for machine learning, image processing and computer vision
- Low dimensional approximations: problems and algorithms
- Towards a scalable social recommender engine for online marketplaces: the case of apache solr
- Matrix Factorization with Content Relationships for Media Personalization
- Social contextuality and conversational recommender systems
- Adaptive Multinomial Matrix Completion
- Aspect-based opinion mining in online reviews
- A Hidden Markov Model for Collaborative Filtering
- Recommendation in Location-based Social Networks
- Variational Inference For Probabilistic Latent Tensor Factorization with KL Divergence
- What is Popular Amongst Your Friends?
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