INTRODUCING THE SMART LIBRARY CONCEPT TO PERSONALIZE AND IMPROVE END-USER SERVICES
Abstract
Artificial intelligence has greatly penetrated into every pore of modern society and is becoming the driver of its further development. Artificial intelligence is used in all spheres of modern life, starting from medicine, agriculture, traffic control, autonomous vehicles, smart home/building/city concepts. The paper will analyze deep learning as a branch of artificial intelligence where, by applying adequate algorithms, computers are enabled to learn independently from data. In the context of finding user behavior patterns, this technology analyzes large amounts of information to identify specific ways in which users interact with a system or services. These identified patterns are used to personalize the user experience, providing them with individualized services and improving the overall quality of the services offered. This approach allows systems to intuitively adapt their functionality to match the needs and preferences of users, leading to improved user experience and providing customers with customized services. The paper explains the concept of a "smart library", which is based on the application of the concept of deep learning in its work.
References
Engineering Research and Modern Education (IJERME),1(1), 693-703, 2016.
https://ssrn.com/abstract=2822978 [24.12.2023]
Aittola M, Ryhänen T, Ojala T (2003). SmartLibrary-Location-Aware Mobile Library
Service. Human-computer Interaction with Mobile Devices & Services, International Symposium, Mobile HCI 2003. Lecture Notes in Computer Science, vol 2795. Springer, Berlin, Heidelberg, https://doi.org/10.1007/978-3-540-45233-1_38, 2003. [20.12.2023]
Asefeh A, Andrea K. & Mohsen N (2021). Intelligent Library: a review on expert systems,
artificial intelligence, and robot. Library Hi Tech 30 (2) 412-434, 2021. https://doi.org/10.1108/lht-02-2020-0038 . [25.11.2023]
Christian J., Patrick Z&Kai H (2021). Machine Learning and Deep Learning. Electronic Markets,
Springer, 31(3) 685-695, 2021 https://doi.org/10.1007/s12525-021-00475-2, [19.11.2023]
Divina R.D& Balasubramanian P. (2022). Emerging Technological Trends in Library
Management and Services during Covid-19 pandemic. Journal of Advances in Library
and Information Science 11(2) 172-180, 2022. http://www.jalis.in/ [20.12.2023]
Gaohui C., Mengli L., Xuguang L (2018) "How to make the library smart? The conceptualization
of the smart library", The Electronic Library, 36(5), 811-825, 2018. https:// doi.org/10.1108/EL-11-2017-0248 [20.12.2023]
IFLA (2016). IFLA Trend Report 2016 Update. https://trends.ifla.org/update-2016
Isaiah O & Juliet C.A.N. (2020) Irtificial inteligence in the Library. Advances in Library and
Information Science Managing and Adapting Library Information Services for Future
Users 121-144, 2020. https://doi.org/10.4018/978-1-7998-1116-9.ch008, [2012.2023]
Kaijun Y, Ruiyi G, Longije S &Chunguo J (2019). The Application Artificial Inteligence in
the Smart Library. Proceedings of International Conference of Organizational Innovation, 708-713, 2019. https://doi.org/ 10.2991/icoi-19.2019.124 [29.10.2023]
Runjan K. M., Sandesh G.Y. and Himansu P (2021). The Understanding of Deep Learning. A
comprehensive review. Hindawi. Article ID 5548884, 1-15, 2021.
https://doi.org/10.1155/2021/5548884 [19.10.2023]
Sarita S (2018). Impact of Information technology and Role of Libraries in the Age of
Information. Proceedings of International Conference on Advances in Computer Technology and Management (ICACTM), 178-181, 2018, https://repo.journalnx.com/index.php/nx/article/view/2063 [29.10.2023]
Stojanović Z (2022). Značaj primjene informaciono-komunikacionih tehnologija u promovisanju
turističkih potencijala i kulturne baštine Bosne. Баштина 56, 199-209, https://doi.org/10.5937/bastina32- 36692 [20.12.2023]
Stojanović Z. & Ševo B. (2023). Primjena vještačke inteligencije u promovisanju i zaštiti
kulturnog nasleđa sa osvrtom na stanje u Bosni i Hercegovini. Baština 59, 235-244 https://doi.org/10.5937/bastina33-43169 [21.12.2023]
Tufail A.A. (2019). Application of Information and Communication Technology in the
Libraries: Prospects and Challenges. National Level Conference on Web Based Library and Information Services in Academic Libraries 1-8, https://www.researchgate.net/publication/330848325 [29.10.2023]