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Home > Wen Yuan (High School Edition) > 2023 No.09 > 人工智能在推荐系统中的应用与分析

  • 人工智能在推荐系统中的应用与分析

    Author(s)：

    田丽

    Publication Title：

    Wen Yuan (High School Edition) 2023 No.09

    Affiliations：

    内蒙古交通职业技术学院

    Abstract：

    本文介绍了人工智能在推荐系统中的应用，包括深度学习、强化学习、协同过滤和混合推荐方法。人工智能在推荐系统中可以提高推荐准确度，优化用户个性化体验，提高系统的可解释性和可信度。但同时也面临一些挑战和问题，如数据稀疏性、冷启动问题等。未来发展趋势包括结合多源信息进行推荐、考虑用户隐私和数据安全的问题以及与其他领域的交叉应用。

    Keywords：

    人工智能；推荐系统；深度学习；强化学习；协同过滤；混合推荐方法

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    [1] 田丽.人工智能在推荐系统中的应用与分析[J].Wen Yuan (High School Edition),2023(09),.

文渊(高中版)
Wen Yuan (High School Edition)

Language: 中文

CN：11-9276/G

ISSN：2096-6288

Publication Frequency: 月刊

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