HARSAM: A Hybrid Model for Recommendation Supported by Self-Attention Mechanism

HARSAM: A Hybrid Model for Recommendation Supported by Self-Attention Mechanism

Collaborative filtering is one of the most commonly used methods in recommendation systems. However, the sparsity of the rating matrix, cold start-up, and most recommendation algorithms only consider the users while neglecting the relationship between the products, all of what limit the effectivenes...

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Bibliographic Details
Main Authors: Dunlu Peng, Weiwei Yuan, Cong Liu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
SDAE
self-attention mechanism
preference expression
recommendation system
Online Access:https://ieeexplore.ieee.org/document/8610224/

Internet

https://ieeexplore.ieee.org/document/8610224/

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