<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">bibliosfera</journal-id><journal-title-group><journal-title xml:lang="ru">Библиосфера</journal-title><trans-title-group xml:lang="en"><trans-title>Bibliosphere</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1815-3186</issn><issn pub-type="epub">2712-7931</issn><publisher><publisher-name>ГПНТБ СО РАН</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.20913/1815-3186-2025-3-50-59</article-id><article-id custom-type="elpub" pub-id-type="custom">bibliosfera-2164</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>МИР БИБЛИОТЕК</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>LIBRARY WORLD</subject></subj-group></article-categories><title-group><article-title>Библиотечный чат-бот: оптимизация взаимодействия с пользователями</article-title><trans-title-group xml:lang="en"><trans-title>Chat-bot in the Library: Optimizing of User Interaction</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-7155-2097</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Нещерет</surname><given-names>М. Ю.</given-names></name><name name-style="western" xml:lang="en"><surname>Neshcheret</surname><given-names>M. Yu.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Нещерет Марина Юрьевна, кандидат педагогических наук, заместитель начальника Управления научной и методической деятельности – заведующего Центром по исследованию проблем развития библиотек в информационном обществе (ЦИПР)</p><p>ул. Воздвиженка, 3/5, Москва, 119019</p></bio><bio xml:lang="en"><p>Marina  Yu. Neshcheret, Candidate of Pedagogic Sciences, head of the Center for Research on the Problems of Library Development in the Information Society within the Department of Scientific and Methodological Activity</p><p>3/5 Vozdvizhenka St., Moscow, 119019</p></bio><email xlink:type="simple">Neshcheretmyu@rsl.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Российская государственная библиотека</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Russian State Library</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2025</year></pub-date><pub-date pub-type="epub"><day>02</day><month>11</month><year>2025</year></pub-date><volume>0</volume><issue>3</issue><fpage>50</fpage><lpage>59</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Нещерет М.Ю., 2025</copyright-statement><copyright-year>2025</copyright-year><copyright-holder xml:lang="ru">Нещерет М.Ю.</copyright-holder><copyright-holder xml:lang="en">Neshcheret M.Y.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.bibliosphere.ru/jour/article/view/2164">https://www.bibliosphere.ru/jour/article/view/2164</self-uri><abstract><p>Развитие цифровых технологий обусловливает необходимость адаптации библиотек к реалиям современного информационного общества. Ключевой задачей становится предоставление пользователям постоянного доступа к информационным ресурсам и сервисам. В сфере библиотечно-информационного обслуживания наблюдается возрастающая тенденция внедрения цифровых инструментов – чат-ботов и диалоговых агентов, функционирующих на основе искусственного интеллекта и обеспечивающих оперативное обслуживание пользователей в режиме реального времени. В статье рассматривается эволюция чат-ботов, анализируются их функциональные особенности, а также выявляются направления их использования в сфере библиотечно-информационного обслуживания, с акцентом на справочные сервисы, ориентированные на удовлетворение информационных потребностей пользователей библиотек. Уделено внимание терминологическому аспекту; отмечается, что общепринятой дефиниции термина «чат-бот» еще не выработано. Дан анализ преимуществ использования чат-ботов в библиотеке, главные из которых – обеспечение круглосуточной доступности информационных услуг и снижение нагрузки на персонал библиотеки. Автор статьи приходит к выводу, что развитие чат-ботов, функционирующих на основе искусственного интеллекта, является перспективным и необходимым для повышения эффективности библиотечно-информационного обслуживания. Вместе с тем, несмотря на явные преимущества, внедрение чат-ботов сопряжено с рядом условий и рисков. К условиям можно отнести необходимость тщательного выбора платформы и разработки сценариев взаимодействия с пользователями, а также постоянное обучение и обновление базы знаний чат-бота. Риски включают в себя возможность некорректной интерпретации запросов пользователей, предоставление неточной или устаревшей информации, а также вопросы, связанные с конфиденциальностью данных. Для успешного внедрения чат-ботов необходимо учитывать эти факторы и разрабатывать стратегию, направленную на минимизацию рисков и обеспечение высокого качества обслуживания.</p></abstract><trans-abstract xml:lang="en"><p>The development of digital technologies necessitates the adaptation of libraries to the conditions of the modern information society. Their key task is to provide users with constant round-the-clock access to information resources and services, regardless of the time constraints of the traditional work schedule. In the field of library and information services, there is an increasing trend towards the introduction of digital tools – chat-bots and dialog agents, operating on the basis of artificial intelligence and providing operational user service in real time. This article examines the evolution of chatbots, analyzes their functional features, and identifies areas of use in the field of library and information services, with an emphasis on reference services focused on meeting the information needs of library users. Attention is paid to the terminological aspect; it is noted that the generally accepted definition of the term “chat-bot” has not yet been developed. An analysis of the advantages of using chat-bots in the library is given, the main of which are ensuring round-the-clock availability of information services, including at night, and reducing the burden on library staff. The author of the article concludes that the development of chat-bots based on artificial intelligence is promising and necessary to improve the efficiency of library and information services. However, despite the obvious advantages, the introduction of chat-bots in library and information services involves a number of conditions and risks. The conditions include the need to carefully select a platform and develop scenarios for interacting with users, as well as constant training and updating of the chat-bot’s knowledge base. Risks include the possibility of incorrect interpretation of user requests, the provision of inaccurate or outdated information, as well as issues related to data confidentiality. For the successful implementation of chatbots, it is necessary to take these factors into account and develop a strategy aimed at minimizing risks and ensuring high-quality service.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>чат-бот</kwd><kwd>искусственный интеллект</kwd><kwd>цифровые технологии</kwd><kwd>библиотечно-информационное обслуживание</kwd><kwd>цифровая трансформация библиотек</kwd></kwd-group><kwd-group xml:lang="en"><kwd>chatbot</kwd><kwd>artificial intelligence</kwd><kwd>digital technologies</kwd><kwd>library and information services</kwd><kwd>digital transformation of libraries</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Айвазов А. Л., Корниенко Т. А., Горовая М. С. Использование возможностей чат-бота как разновидности искусственного интеллекта в деятельности HR-специалистов // Аллея науки. 2019. Т. 1, № 2. С. 223–231</mixed-citation><mixed-citation xml:lang="en">Aivazov AL, Kornienko TA and Gorovaya MS (2019) Using the capabilities of a chatbot as a type of artificial intelligence in the activities of HR specialists. Alleya nauki 1 (2): 223–231. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Беляева Н. Е., Сомова Т. Н., Бекетова Н. А. Влияние технологии искусственного интеллекта на библиотечно-информационную деятельность // Образование и культурное пространство. 2024. № 2. С. 156– 162</mixed-citation><mixed-citation xml:lang="en">Belyaeva NE, Somova TN and Beketova NA (2024) The influence of artificial intelligence technology on library and information activities. Obrazovanie i kul’turnoe prostranstvo 2: 156–162. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Бугай О., Борисов В. Нацбиблиотека Якутии первой в России интегрировала AI-решение «Сбера» // Улус Медиа : сайт URL: https://ulus.media/2024/12/16/naczbiblioteka-yakutii-pervoj-v-rossii-integrirovalaai-reshenie-sbera/ (дата обращения = accessed 05.05.25). Дата публикации = published 16.12.2024.</mixed-citation><mixed-citation xml:lang="en">Bugai O and Borisov V (2024) The National Library of Yakutia was the first in Russia to integrate Sber’s AI solution. Ulus Media: website. (In Russ.]. URL: https://ulus.media/2024/12/16/naczbiblioteka-yakutii-pervoj-v-rossii-integrirovalaai-reshenie-sbera/ (accessed 05.05.25). Дата публикации = published 16.12.2024.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Воробьев Л. О., Григорьев А. В. Обзор инструментов разработки диалоговых агентов с базами знаний // Информатика и кибернетика. 2022. № 3. С. 22–27</mixed-citation><mixed-citation xml:lang="en">Vorob’ev LO and Grigor’ev AV (2022) Overview of development tools for dialog agents with knowledge bases. Informatika i kibernetika 3: 22–27. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Гостев К. Чат-бот студента из Томска проверит библиотечный фонд на экстремистские тексты // Комсомольская правда : сайт URL: https://www.tomsk.kp.ru/online/news/4951286/ (дата обращения = accessed 05.05.2025). Дата публикации = published 06.10.2022.</mixed-citation><mixed-citation xml:lang="en">Gostev K (2022) Chatbot of a student from Tomsk will check the library collection for extremist texts. Komsomol’skaya pravda: website. (In Russ.)]. URL: https://www.tomsk.kp.ru/online/news/4951286/ (accessed 05.05.2025). Дата публикации = published 06.10.2022.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Крецу К. Программисты, визионеры и гении бизнеса: кто придумал ChatGPT и куда они его ведут // Forbes : сайт URL: https://www.forbes.ru/tekhnologii/486215-programmisty-vizionery-i-genii-biznesa-kto-pridumal-chatgpt-i-kuda-oni-ego-vedut (дата обращения = accessed 05.05.2025). Дата публикации = published 20.03.2023.</mixed-citation><mixed-citation xml:lang="en">Kretsu K (2023) Programmers, visionaries, and business geniuses: who invented ChatGPT and where they are taking it. Forbes: website. (In Russ.)]. URL: https://www.forbes.ru/tekhnologii/486215-programmisty-vizionery-i-genii-biznesa-kto-pridumal-chatgpt-i-kuda-oni-ego-vedut (accessed 05.05.2025). Дата публикации = published 20.03.2023.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Лиманова Н. И., Ковтун Д. С. Искусственный интеллект и обработка естественного языка как основа чат-ботов // Бюллетень науки и практики. 2024. Т. 10, № 4. С. 426–429 DOI: https://doi.org/10.33619/2414-2948/101/48</mixed-citation><mixed-citation xml:lang="en">Limanova NI and Kovtun DS (2024) Artificial intelligence and natural language processing as the basis of chatbots. Byulleten’ nauki i praktiki 10 (4): 426–429. (In Russ.). DOI: https://doi.org/10.33619/2414-2948/101/48</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Манин А. Н. Использование виртуальных помощников для повышение личной эффективности // Молодой ученый. 2024. № 26. С. 3–7</mixed-citation><mixed-citation xml:lang="en">Manin AN (2024) Using virtual assistants to increase personal effectiveness. Molodoi uchenyi 26: 3–7. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Матвеев М. Ю. Новая технологическая революция. Искусственный интеллект: мифы и реальность // Национальная библиотека. 2024. № 1. С. 4–10</mixed-citation><mixed-citation xml:lang="en">Matveev MYu (2024) A new technological revolution. Artificial intelligence: myths and reality. Natsional’naya biblioteka 1: 4–10. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Моисеева Н. А. Чат-боты как один из трендов цифровизации библиотечного сервиса // Научные и технические библиотеки. 2024. № 12. С. 120–138 DOI: https://doi.org/10.33186/1027-3689-2024-12-120-138</mixed-citation><mixed-citation xml:lang="en">Moiseeva NA (2024) Chatbots as one of the trends in library service digitalization. Nauchnye i tekhnicheskie biblioteki 12: 120–138. (In Russ.). DOI: https://doi.org/10.33186/1027-3689-2024-12-120-138</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Паустьянов В. Д., Моисеева Н. А. Разработка интеллектуального чат-бота для библиотеки на базе фреймворка RASA // Прикладная математика и фундаментальная информатика. 2024. Т. 11, № 4. С. 26–34 DOI: https://doi.org/10.25206/2311-4908-2024-11-4-26-34</mixed-citation><mixed-citation xml:lang="en">Paust’yanov VD and Moiseeva NA (2024) Development of an intelligent chatbot for a library based on the RASA framework. Prikladnaya matematika i fundamental’naya informatika 11 (4): 26–34. (In Russ.). DOI: https://doi.org/10.25206/2311-4908-2024-11-4-26-34</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Петров К. М. Виртуальные ассистенты в управлении персоналом // Технологии в управлении. 2024. Т. 2, № 1. С. 1–4</mixed-citation><mixed-citation xml:lang="en">Petrov KM (2024) Virtual assistants in personnel management. Tekhnologii v upravlenii 2 (1): 1–4. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Смирнов Ю. В., Соколова Ю. В. Чат-коммуникация в процессе библиотечного обслуживания читателей // Научные и технические библиотеки. 2021. № 2. С. 81–90 DOI: https://doi.org/10.33186/1027-3689-2021-2-81-90</mixed-citation><mixed-citation xml:lang="en">Smirnov YuV and Sokolova YuV (2021) Chat communication in the process of library services for readers. Nauchnye i tekhnicheskie biblioteki 2: 81–90. (In Russ.). DOI: https://doi.org/10.33186/1027-3689-2021-2-81-90</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Смыслова Л. В. Чат-бот как современное средство интернет-коммуникаций // Молодой ученый. 2018. № 9. С. 36–39</mixed-citation><mixed-citation xml:lang="en">Smyslova LV (2018) Chatbot as a modern means of Internet communication. Molodoi uchenyi 9: 36–39. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Allison DA (2012) Chatbots in the library: is it time? Library Hi Tech 30 (1): 95–107. DOI: https://doi.org/10.1108/07378831211213238</mixed-citation><mixed-citation xml:lang="en">Allison DA (2012) Chatbots in the library: is it time? Library Hi Tech 30 (1): 95–107. DOI: https://doi.org/10.1108/07378831211213238</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Berry DM (2018) Weizenbaum, Eliza and the end of human reason. Hello, I‘m Eliza: Fünfzig Jahre Gespräche mit Computern. Bochum, pp. 53–70.</mixed-citation><mixed-citation xml:lang="en">Berry DM (2018) Weizenbaum, Eliza and the end of human reason. Hello, I‘m Eliza: Fünfzig Jahre Gespräche mit Computern. Bochum, pp. 53–70.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Borsci S, Malizia A, Schmettow M, van der Velde F, Tariverdiyeva G, Balaji D and Chamberlain A (2022) The chatbot usability scale: the design and pilot of a usability scale for interaction with AI-based conversational agents. Personal and Ubiquitous Computing 26 (1): 95–119. DOI: https://doi.org/10.1007/s00779-021-01582-9</mixed-citation><mixed-citation xml:lang="en">Borsci S, Malizia A, Schmettow M, van der Velde F, Tariverdiyeva G, Balaji D and Chamberlain A (2022) The chatbot usability scale: the design and pilot of a usability scale for interaction with AI-based conversational agents. Personal and Ubiquitous Computing 26 (1): 95–119. DOI: https://doi.org/10.1007/s00779-021-01582-9</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Bryant R (2024) Implementing an AI reference chatbot at the University of Calgary Library. Hanging together: the OCLC research blog. URL: https://hangingtogether.org/implementing-an-ai-reference-chatbot-at-theuniversity-of-calgary-library (accessed 05.05.25).</mixed-citation><mixed-citation xml:lang="en">Bryant R (2024) Implementing an AI reference chatbot at the University of Calgary Library. Hanging together: the OCLC research blog. URL: https://hangingtogether.org/implementing-an-ai-reference-chatbot-at-theuniversity-of-calgary-library (accessed 05.05.25).</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Buchanan J, Hill S and Shapoval O (2024) ChatGPT hallucinates non-existent citations: evidence from economics. The American Economist 69 (1): 80–87. DOI: https://doi.org/10.1177/05694345231218454</mixed-citation><mixed-citation xml:lang="en">Buchanan J, Hill S and Shapoval O (2024) ChatGPT hallucinates non-existent citations: evidence from economics. The American Economist 69 (1): 80–87. DOI: https://doi.org/10.1177/05694345231218454</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Chase M (2024) Academic libraries can develop AI chatbots for virtual reference services with minimal technical knowledge and limited resources. Evidence Based Library and Information Practice 19 (2): 136–138. DOI: https://doi.org/10.18438/eblip30523</mixed-citation><mixed-citation xml:lang="en">Chase M (2024) Academic libraries can develop AI chatbots for virtual reference services with minimal technical knowledge and limited resources. Evidence Based Library and Information Practice 19 (2): 136–138. DOI: https://doi.org/10.18438/eblip30523</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Gillespie E and Nicholas J (2024) Queensland’s state library launched an AI war veteran chatbot. Pranksters immediately tried to break it. The Guardian: website. URL: https://www.theguardian.com/australianews/2024/apr/24/queensland-state-library-ai-warveteran-chatbot-charlie (accessed 05.05.2025).</mixed-citation><mixed-citation xml:lang="en">Gillespie E and Nicholas J (2024) Queensland’s state library launched an AI war veteran chatbot. Pranksters immediately tried to break it. The Guardian: website. URL: https://www.theguardian.com/australianews/2024/apr/24/queensland-state-library-ai-warveteran-chatbot-charlie (accessed 05.05.2025).</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Grams K (2024) Students’ perspective of the advantages and disadvantages of ChatGPT compared to reference librarians. Evidence Based Library and Information Practice 19 (2): 130–132. DOI: https://doi.org/10.18438/eblip30518</mixed-citation><mixed-citation xml:lang="en">Grams K (2024) Students’ perspective of the advantages and disadvantages of ChatGPT compared to reference librarians. Evidence Based Library and Information Practice 19 (2): 130–132. DOI: https://doi.org/10.18438/eblip30518</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Mukherjee S and Patra SK (2023) Сhatbots: a review of their potential application in library services. Indian Journal of Information Library and Society 36 (1/2): 22–29.</mixed-citation><mixed-citation xml:lang="en">Mukherjee S and Patra SK (2023) Сhatbots: a review of their potential application in library services. Indian Journal of Information Library and Society 36 (1/2): 22–29.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Rodriguez S and Mune C (2022) Uncoding library chatbots: deploying a new virtual reference tool at the San Jose State University library. Reference Services Review 50 (3/4): 392–405. DOI: https://doi.org/10.1108/RSR-05-2022-0020</mixed-citation><mixed-citation xml:lang="en">Rodriguez S and Mune C (2022) Uncoding library chatbots: deploying a new virtual reference tool at the San Jose State University library. Reference Services Review 50 (3/4): 392–405. DOI: https://doi.org/10.1108/RSR-05-2022-0020</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Tarnoff B (2023) Weizenbaum’s nightmares: how the inventor of the first chatbot turned against AI. The Guardian: website. URL: https://www.theguardian.com/technology/2023/jul/25/joseph-weizenbauminventor-eliza-chatbot-turned-against-artificialintelligence-ai (accessed 05.05.2025).</mixed-citation><mixed-citation xml:lang="en">Tarnoff B (2023) Weizenbaum’s nightmares: how the inventor of the first chatbot turned against AI. The Guardian: website. URL: https://www.theguardian.com/technology/2023/jul/25/joseph-weizenbauminventor-eliza-chatbot-turned-against-artificialintelligence-ai (accessed 05.05.2025).</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Thalaya N and Puritat K (2022) BCNPYLIB CHAT BOT: the artificial intelligence chatbot for library services in college of nursing. 2022 Joint international conference on digital arts, media and technology with ECTI Northern Section Conference on electrical, electronics, computer and telecommunications engineering (ECTI DAMT &amp; NCON), Chiang Rai, Thailand. IEEE, pp. 247–251. DOI: https://doi.org/10.1109/ECTIDAMTNCON53731.2022.9720367</mixed-citation><mixed-citation xml:lang="en">Thalaya N and Puritat K (2022) BCNPYLIB CHAT BOT: the artificial intelligence chatbot for library services in college of nursing. 2022 Joint international conference on digital arts, media and technology with ECTI Northern Section Conference on electrical, electronics, computer and telecommunications engineering (ECTI DAMT &amp; NCON), Chiang Rai, Thailand. IEEE, pp. 247–251. DOI: https://doi.org/10.1109/ECTIDAMTNCON53731.2022.9720367</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
