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cs.IR2021
Co-Factorization Model for Collaborative Filtering with Session-based Data
Binh Nguyen, Atsuhiro Takasu
Matrix factorization (MF) is a common method for collaborative filtering. MF represents user preferences and item attributes by latent factors. Despite that MF is a powerful method…
cs.IR2018★ 1 cited
Learning Representations from Product Titles for Modeling Shopping Transactions
Binh Nguyen, Atsuhiro Takasu
Shopping transaction analysis is important for understanding the shopping behaviors of customers. Existing models such as association rules are poor at modeling products that have…