Collaborative filtering recommendation algorithm based on fine-grained mining and neighborhood awareness attention

Abstract This study introduces a collaborative filtering recommendation algorithm named CFR-FD, designed to tackle common challenges in traditional recommendation systems, particularly the cold start problem and data sparsity issue. By combining fine-grained mining with a neighborhood awareness atte...

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Bibliographic Details
Main Authors: Jin Jun, Yingyu Li
Format: Article
Language:English
Published: Springer 2025-07-01
Series:Discover Artificial Intelligence
Subjects:
Online Access:https://doi.org/10.1007/s44163-025-00414-6
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