从杜威到深度学习:通过人工智能探索图书馆的知识文艺复兴

Jan Mohd Mala
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摘要

图书馆正在利用人工智能(AI)的潜力来提升服务,为用户提供更高效、更个性化的体验。本文探讨了人工智能在图书馆服务中的作用,重点关注其应用和影响。本文首先讨论了图书馆系统中自然语言处理、机器学习和知识图谱等人工智能技术的整合。然后,文章探讨了人工智能的益处,包括改进信息检索、推荐系统、虚拟助手和数据分析。此外,还探讨了与图书馆人工智能相关的伦理问题。论文强调了实施人工智能的挑战和未来方向,包括对图书馆员进行培训的必要性和用户接受度的重要性。本文有助于更好地理解图书馆服务中与利用人工智能相关的机遇和挑战,最终为更有效和以用户为中心的图书馆体验铺平道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
From Dewey to Deep Learning: Exploring the Intellectual Renaissance of Libraries through Artificial Intelligence
Libraries are embracing the potential of Artificial Intelligence (AI) to enhance their services and provide more efficient and personalized experiences to users. This paper explores the role of AI in library services, focusing on its applications and impact. The present article begins by discussing the integration of AI technologies such as natural language processing, machine learning, and knowledge graphs in library systems. It then examines the benefits of AI, including improved information retrieval, recommendation systems, virtual assistants, and data analytics. Ethical considerations related to AI in libraries are also addressed. The paper highlights the challenges and future directions for AI implementation, including the need for training of librarians and the importance of user acceptance. The paper contributes to a better understanding of the opportunities and challenges associated with leveraging AI in library services, ultimately paving the way for more effective and user-centric library experiences.
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