Improved DeepFM Recommendation Algorithm Incorporating Deep Feature Extraction

In recent years, deep learning has been applied to the field of recommendation, which can learn complex user interaction features and make better recommendations. However, deep learning only focuses on the interaction of high-order features and neglects the low-order features. The DeepFM model combi...

Full description

Bibliographic Details
Main Authors: Mengxin Ma, Guozhong Wang, Tao Fan
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/12/23/11992