CD-SemMF: Cross-Domain Semantic Relatedness Based Matrix Factorization Model Enabled With Linked Open Data for User Cold Start Issue

CD-SemMF: Cross-Domain Semantic Relatedness Based Matrix Factorization Model Enabled With Linked Open Data for User Cold Start Issue

Personalized recommendations to cold start user is one of the significant challenges in information filtering systems. Most of the existing systems inherited the idea of collaborative filtering (CF) and avoids the item metadata. For instance, consider a book domain whose metadata are author, publish...

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Bibliographic Details
Main Authors: Senthilselvan Natarajan, Subramaniyaswamy Vairavasundaram, Ketan Kotecha, V. Indragandhi, Saravanan Palani, Jatinderkumar R. Saini, Logesh Ravi
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Linked open data
cross-domain recommender system
semantic relatedness
item metadata
user cold start
Online Access:https://ieeexplore.ieee.org/document/9775765/

Internet

https://ieeexplore.ieee.org/document/9775765/

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