Systematic literature review of the role of libraries in increasing data privacy awareness in artificial intelligence based library services

  • Suci Yanti Ramadhan Prodi Perpustakaan dan Sains Informasi, Universitas Pendidikan Indonesia
  • Wan Ainol Mursyida binti Ahmad Tarmizi College of Computing, Informatics, and Mathematics, Universiti Teknologi Mara
  • Lutfi Khoerunnisa Prodi Perpustakaan dan Sains Informasi, Universitas Pendidikan Indonesia
  • Yayu Wulandari Prodi Perpustakaan dan Sains Informasi, Universitas Pendidikan Indonesia
Keywords: artificial intelligence, data privacy, digital literacy, information security, library

Abstract

Introduction. The transformation of library services driven by the development of artificial intelligence (AI) has raised serious challenges related to the protection of user privacy and data security. This study aims to systematically analyze the role of libraries in enhancing data privacy awareness.

Research Methods. This study employs a Systematic Literature Review (SLR) method. The literature search was conducted using the Google Scholar, ScienceDirect, Springer, and Taylor & Francis databases, covering publications from 2022 to 2025.

Data Analysis. The selection process based on predefined inclusion and exclusion criteria resulted in 20 articles, which were analyzed using a descriptive qualitative approach.

Results. AI is widely used in library services, while libraries play a strategic role in promoting data privacy awareness through policies, security, and ethics-based digital literacy.

Conclusion. The findings confirm that libraries are not only information providers but also key actors in promoting data privacy awareness through policy development, user education, and ethical governance of AI-based services.

References

Acquisti, A., Brandimarte, L., & Loewenstein, G. (2015). Privacy and human behavior in the age of information. Science, 347(6221), 509–514. https://doi.org/10.1126/science.aaa1465

Ahyani, E., & Dhuhani, E. M. (2024). Transformasi digital dalam manajemen perkantoran pendidikan: sebuah kajian literatur. Jurnal Visionary: Research of Educational Management Supervision and Leadership, 12(1), 205-215. https://doi.org/10.33394/vis.v12i1.10785

Alkadrie, S. A. (2024). Keamanan cloud computing di era Industri 4.0: Systematic literature review. KONSTELASI: Konvergensi Teknologi dan Sistem Informasi, 4(2), 165-180. https://doi.org/10.24002/konstelasi.v4i2.10277

Amalia, P.N., et al. (2024). The impact of AI on library information service. Bibliotika: Jurnal Kajian Perpustakaan dan Informasi, 8(1), 77-87. http://dx.doi.org/10.17977/um008v8i12024p77-87

Anggraeni, S. R., & Farida, R. (2025). Etika pemanfaatan informasi dalam pembelajaran berbasis AI: Refleksi filosofis terhadap peran perpustakaan digital. Paradigma: Jurnal Filsafat, Sains, Teknologi, dan Sosial Budaya, 31(2), 123-134. https://doi.org/10.33503/paradigma.v31i2.1919

Asiyanti, A.P.D., & Agussalim, A. (2024). Strategi manajemen risiko dan keamanan siber dalam ekonomi digital : tinjauan literatur. Jurnal Penelitian Sistem Informasi, 2(4), 90-100. https://doi.org/10.54066/jpsi.v2i4.2562

Bangsawan, G. (2023). Kebijakan akselerasi transformasi digital di Indonesia: Peluang dan tantangan untuk pengembangan ekonomi kreatif. Jurnal Studi Kebijakan Publik, 2(1), 27–40. https://doi.org/10.21787/jskp.2.2023.27-40

Cahyani, I.R., et al. (2025). Penerimaan pemustaka terhadap layanan referensi berbasis AI: Studi tentang persepsi dan sikap. Jurnal Kepustakawanan Indonesia, 1(2), 98-115.

Creswell, J. W., & Creswell, J. D. (2018). Research design: Qualitative, quantitative, and mixed methods approaches (5th ed.). SAGE Publications.

Endarti, S. (2022). Perpustakaan sebagai tempat rekreasi informasi. ABDI PUSTAKA: Jurnal Perpustakaan Dan Kearsipan, 2(1), 23–28. https://doi.org/10.24821/jap.v2i1.6990

Fitrianto, Y., Rakasiwi, S., & Kurnialensya, T. (2023). Systematic literature review trend augmented reality 2019-2023 dan peluang penerapannya di masa depan. Krea-TIF: Jurnal Teknik Informatika, 11(2), 95–110. https://doi.org/10.32832/krea-tif.v11i2.15360

Floridi, L., Cowls, J., Beltrametti, M., et al. (2018). AI4People—An ethical framework for a good AI society. Minds and Machines, 28(4), 689–707. https://doi.org/10.1007/s11023-018-9482-5

Gajbhiye, C. K. (2025). Data privacy and security concerns in AI-enabled libraries. International Journal for Multidiciplanary Research (IJFMR), 7(6), 1-6. https://doi.org/10.36948/ijfmr.2025.v07i06.64626

Gasparini, A., & Kautonen, H. (2022). Understanding artificial intelligence in research libraries–extensive literature review. LIBER Quarterly: The Journal of the Association of European Research Libraries, 32(1), 1-36. https://doi.org/10.53377/lq.10934

Gupta, V. (2025). From experimentation to insight: Structured reporting of AI experimentations in libraries. Journal of Web Librarianship, 19(1), 93-104. https://doi.org/10.1080/19322909.2025.2450539

Ismiatun, & Sukartini, E. (2024). Library digital transformation: Legal and ethical analysis of librarians’ use of AI to improve scientific literacy. Knowledge Garden: International Journal of Library Studies, 2(2), 23-41. https://doi.org/10.21776/ub.knowledgegarden.2024.2.2.26

Hafizah, M., & Neviyarni, S. (2024). Opportunities and challenges for implementing guidance and counseling in junior high schools in technological development. Manajia: Journal of Education and Management, 2(3), 104–118. https://doi.org/10.58355/manajia.v2i3.79

IFLA. (2015). IFLA statement on privacy in the library environment. https://www.ifla.org/publications/ifla-statement-on-privacy-in-the-library-environment/

Kitchenham, B., & Charters, S. (2007). Guidelines for performing systematic literature reviews in software engineering. Technical Report EBSE 2007-001, Keele University and Durham University Joint Report.

https://legacyfileshare.elsevier.com/promis_misc/525444systematicreviewsguide

Ngulube, P., & Mosha, N. F. V. (2024). Integrating artificial intelligence-based technologies ‘safely’ in academic libraries: An overview through a scoping review. Technical Services Quarterly, 42(1), 46–67. https://doi.org/10.1080/07317131.2024.2432093

Nissenbaum, H. (2010). Privacy in context: Technology, policy, and the integrity of social life. Stanford University Press.

Ocks, Y., & Salubi, O. G. (2024). Privacy paradox in industry 4.0: A review of library information services and data protection. South African Journal of Information Management, 26(1), 1-11. https://doi.org/10.4102/sajim.v26i1.1845

Persadha, P.D., et al. (2024). Strategi teknologi dan kebijakan untuk menjamin privasi data pemustaka dalam perpustakaan digital era modern. TIN: Terapan Informatika Nusantara, 5(7), 414-421. https://doi.org/10.47065/tin.v5i7.6560

Putri, C. A., et al. (2024). Keamanan informasi dan privasi pemustaka dalam layanan perpustakaan digital. Media Pustakawan, 31(3), 266-276. https://doi.org/10.37014/medpus.v31i3.5317

Ramadhani, S.E. (2025). Analisis data pemustaka perpustakaan digital menggunakan AI data mining. SAINTEK, 4(1), 373-380.

Restiana, D., & Sayekti, R. (2023). Memahami tren penelitian Artificial Intelligence di perpustakaan melalui analisis bibliometrik pada publikasi ilmiah internasional tahun 2019–2023. Unilib: Jurnal Perpustakaan. 14(2), 83-93. https://doi.org/10.20885/unilib.Vol14.iss2.art2

Qur’anisa, Z., Herawati, M., Lisvi, L., Putri, M. H., & Feriyanto, O. (2024). Peran fintech dalam meningkatkan akses keuangan di era digital: Studi literatur. GEMILANG: Jurnal Manajemen Dan Akuntansi, 4(3), 99-114. https://doi.org/10.56910/gemilang.v4i3.1573

Sakti, R. D. (2024). Kemajuan digital: Bagaimana teknologi membentuk ulang cara kita berkomunikasi. Jurnal Pendidikan Bahasa dan Sastra Daerah, 1(1), 13-20.

Sitorus, M.G.B., Maria, N., & Safa, Y. N. (2024). Tinjauan literatur manajemen risiko cyber dalam proyek : Identifikasi, evaluasi, dan mitigasi ancaman. Jurnal Manajemen Informatika (JAMIKA), 14(2), 187–198. https://doi.org/10.34010/jamika.v14i2.12887

Snyder, H. (2019). Literature review as a research methodology: An overview and guidelines. Journal of Business Research, 104(2019), 333–339. https://doi.org/10.1016/j.jbusres.2019.07.039

Susyanto, B. (2022). Manajemen lembaga pendidikan Islam dalam menghadapi era digital. Al-Madrasah: Jurnal Ilmiah Pendidikan Madrasah Ibtidaiyah, 6(3), 692-705. http://dx.doi.org/10.35931/am.v6i3.1072

Tait, E., & Pierson, C. M. (2022). Artificial intelligence and robots in libraries: Opportunities in LIS curriculum for preparing the librarians of tomorrow. Journal of the Australian Library and Information Association, 71(3), 256–274. https://doi.org/10.1080/24750158.2022.2081111

UNESCO. (2021). Recommendation on the ethics of artificial intelligence. https://unesdoc.unesco.org/ark:/48223/pf0000380455

Zuboff, S. (2019). The age of surveillance capitalism: The fight for a human future at the new frontier power. PublicAffairs.

Published
2026-03-04
How to Cite
Ramadhan, S. Y., Tarmizi, W. A. M. binti A., Khoerunnisa, L., & Wulandari, Y. (2026). Systematic literature review of the role of libraries in increasing data privacy awareness in artificial intelligence based library services. Berkala Ilmu Perpustakaan Dan Informasi, 22(1). https://doi.org/10.22146/bip.v22i1.24524