Neural Poisson Factorization

In this work, we focus on dealing with a sparse users' feedback matrix and short descriptions/contents of items in recommender systems. We propose the Neural Poisson factorization (NPF) model which is a hybrid of deep learning and Poisson factorization. While Poisson factorization is suitable t...

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Bibliographic Details
Main Authors: Ngo Van Linh, Duc Anh Nguyen, Thai Binh Nguyen, Khoat Than
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9091827/