Not All Memories Created Equal: Dynamic User Representations for Collaborative Filtering

Not All Memories Created Equal: Dynamic User Representations for Collaborative Filtering

Collaborative filtering methods for recommender systems tend to represent users as a single static latent vector. However, user behavior and interests may dynamically change in the context of the recommended item being presented to the user. For example, in the case of movie recommendations, it is u...

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Bibliographic Details
Main Authors: Keren Gaiger, Oren Barkan, Shir Tsipory-Samuel, Noam Koenigstein
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Artificial neural networks
collaborative filtering
neural attention
recommender systems
Online Access:https://ieeexplore.ieee.org/document/10090935/

Internet

https://ieeexplore.ieee.org/document/10090935/

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