Big Data Analytics in Library Services With AI: Personalized Content Recommendations and Catalog Optimization

This paper presents an AI-driven framework designed to enhance user engagement and optimize catalog management in digital libraries. The framework integrates Variational Autoencoder (VAE)-based personalized recommendations with Adam optimizer and Lookahead mechanism for catalog optimization. The VAE...

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Bibliographic Details
Main Authors: Pinjia Hu, Yichi Zhang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/11003903/
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