Prospects for Applying Artificial Intelligence Technologies by Public Libraries of Ukraine

Mykola Maranchak
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Abstract

The aim of the article is to study prospects for the artificial intelligence technologies usage by public libraries of Ukraine in conditions of digital transformation of society. Research methods. General scientific research methods are used, in particular, analysis and generalisation of possibilities of language prognostication models based on neural networks in the activity of Ukrainian public libraries. The scientific novelty of the obtained results consists in actualising the problem of using ChatGPT 3.5, Gemini, Microsoft Bing and Grok technologies in the library sphere, and outlining the key possibilities of using these language models of artificial intelligence among public libraries. The usage of new generation chatbots for interacting with users of public libraries, searching the information and generating content are actively gaining popularity, moving from theory to practical level. Linguistic models of neural networks are used to create marketing campaigns, analysis and familiarisation with the content of works and archival materials, interaction with library users, and finding answers to professional questions. Main conclusions. The potential of language prognostication models based on neural networks in the practical activity of public libraries is analysed. By means of the analysis of ChatGPT 3.5, Gemini, Bing Chat and Grok technologies, and their usage in the library sphere, the main potential possibilities of interaction of information institution employees with these technologies are determined. In particular, the integration of ChatGPT functions through API into the system of public libraries will allow to optimise searching the information in the database and and feedback opportunities with library users. Using the ChatGPT 3.5 neural network service will speed up the development of a marketing content plan, instructions, as well as automate book recommendations based on the analysis of the readers’ preferences and books read. It is found out that the methods of implementing innovative models can allow not only to qualitatively improve the service of public libraries users, but also to automate their work in order to optimise the performance of everyday tasks, preserve cultural heritage and access to digital resources. In the future, the level of deepening the involvement of these technologies will inevitably grow. The sooner library institutions start using neural networks in everyday practice, the sooner they will be able to facilitate the work of library sphere workers, provide improved users’ service, and increase the effectiveness of library marketing support. It is emphasised that experiments on the use of artificial intelligence language models still need an empirical research method. Particularly, they require attention not only from the point of view of usage for personal purposes, but also in the professional activity of the library sphere.
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乌克兰公共图书馆应用人工智能技术的前景
本文旨在研究乌克兰公共图书馆在社会数字化转型条件下使用人工智能技术的前景。研究方法。文章采用了一般科学研究方法,特别是对乌克兰公共图书馆活动中基于神经网络的语言预测模型的可能性进行了分析和归纳。所获成果的科学新颖性在于解决了在图书馆领域使用 ChatGPT 3.5、Gemini、Microsoft Bing 和 Grok 技术的问题,并概述了在公共图书馆中使用这些人工智能语言模型的主要可能性。新一代聊天机器人在与公共图书馆用户互动、搜索信息和生成内容方面的应用正从理论走向实践,并日益受到欢迎。神经网络语言模型被用于创建营销活动、分析和熟悉作品和档案资料的内容、与图书馆用户互动以及寻找专业问题的答案。主要结论分析了基于神经网络的语言预测模型在公共图书馆实践活动中的潜力。通过分析 ChatGPT 3.5、Gemini、Bing Chat 和 Grok 技术及其在图书馆领域的应用,确定了信息机构员工与这些技术互动的主要潜在可能性。特别是,通过 API 将 ChatGPT 功能集成到公共图书馆系统中,可以优化数据库中的信息搜索以及与图书馆用户的反馈机会。使用 ChatGPT 3.5 神经网络服务将加快制定营销内容计划和说明,并根据对读者偏好和已读图书的分析自动推荐图书。研究发现,实施创新模型的方法不仅能从质量上改善公共图书馆用户的服务,还能使其工作自动化,以优化日常任务的执行、文化遗产的保护和数字资源的获取。未来,这些技术的参与程度必然会越来越深。图书馆机构越早开始在日常实践中使用神经网络,就能越早地为图书馆领域工作人员的工作提供便利,为用户提供更好的服务,并提高图书馆营销支持的有效性。需要强调的是,人工智能语言模型的使用实验仍然需要一种实证研究方法。特别是,它们不仅需要从个人使用的角度加以关注,还需要在图书馆领域的专业活动中加以关注。
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