EconPapers    
Economics at your fingertips  
 

A Bidirectional Material Diffusion Algorithm Based on Fusion Hypergraph Random Walks for Video Recommendation

Yibo Sun, Lei Yue, Tao He, Weitong Chen and Zhe Sun ()
Additional contact information
Yibo Sun: Faculty of Sciences, Engineering and Technology, The University of Adelaide, Adelaide, SA 5000, Australia
Lei Yue: Post Big Data Technology and Application Engineering Research Center of Jiangsu Province, Nanjing University of Posts and Telecommunications, Nanjing 210003, China
Tao He: Post Big Data Technology and Application Engineering Research Center of Jiangsu Province, Nanjing University of Posts and Telecommunications, Nanjing 210003, China
Weitong Chen: Faculty of Sciences, Engineering and Technology, The University of Adelaide, Adelaide, SA 5000, Australia
Zhe Sun: Post Big Data Technology and Application Engineering Research Center of Jiangsu Province, Nanjing University of Posts and Telecommunications, Nanjing 210003, China

Mathematics, 2025, vol. 13, issue 10, 1-21

Abstract: With the rapid popularization of video software, video recommendation algorithms have become crucial for ensuring the quality of video platforms. This study focuses on video tags and constructs a ternary structure of user–video–tags. It proposes a bidirectional material diffusion algorithm based on fusion hypergraph random walks for video recommendation. The effectiveness of the proposed algorithm is validated by comparing it with existing algorithms on public datasets.

Keywords: bidirectional material diffusion algorithm; hypergraph random walks; video recommendation (search for similar items in EconPapers)
JEL-codes: C (search for similar items in EconPapers)
Date: 2025
References: Add references at CitEc
Citations:

Downloads: (external link)
https://www.mdpi.com/2227-7390/13/10/1649/pdf (application/pdf)
https://www.mdpi.com/2227-7390/13/10/1649/ (text/html)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:gam:jmathe:v:13:y:2025:i:10:p:1649-:d:1658325

Access Statistics for this article

Mathematics is currently edited by Ms. Emma He

More articles in Mathematics from MDPI
Bibliographic data for series maintained by MDPI Indexing Manager ().

 
Page updated 2025-05-18
Handle: RePEc:gam:jmathe:v:13:y:2025:i:10:p:1649-:d:1658325