Integrating Stacked Sparse Auto-Encoder Into Matrix Factorization for Rating Prediction

Integrating Stacked Sparse Auto-Encoder Into Matrix Factorization for Rating Prediction

Currently, collaborative filtering technology has been widely used in personalized recommender systems. The problem of data sparsity is a severe challenge faced by traditional collaborative filtering methods based on matrix factorization techniques. A lot of improved collaborative filtering methods...

Full description

Bibliographic Details
Main Authors: Yihao Zhang, Chu Zhao, Mian Chen, Meng Yuan
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Sparse auto-encoder
collaborative filtering
data sparsity
rating prediction
Online Access:https://ieeexplore.ieee.org/document/9335550/

Internet

https://ieeexplore.ieee.org/document/9335550/

Similar Items