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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書誌詳細

主要な著者:	Pinjia Hu, Yichi Zhang
フォーマット:	Artigo
言語:	Inglês
出版事項:	IEEE 2025-01-01
シリーズ:	IEEE Access
主題:	Variational autoencoder (VAE) catalog optimization Adam optimizer Lookahead mechanism personalized recommendations digital libraries
オンライン･アクセス:	https://ieeexplore.ieee.org/document/11003903/
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