Improved content recommendation algorithm integrating semantic information

Improved content recommendation algorithm integrating semantic information

Abstract Content-based recommendation technology is widely used in the field of e-commerce and education because of its intuitive and easy to explain advantages. However, due to the congenital defect of insufficient semantic analysis of TF-IDF vector space model, the traditional content-based recomm...

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Bibliographic Details
Main Author: Ran Huang
Format: Article
Language:English
Published: SpringerOpen 2023-05-01
Series:Journal of Big Data
Subjects:
Semantic information
TF-IDF
Content recommendation
Word vector
Online Access:https://doi.org/10.1186/s40537-023-00776-7

Internet

https://doi.org/10.1186/s40537-023-00776-7

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