The Intelligent Transformation of Academic Libraries: 
From Resource Repositories to Smart Service Hubs

Shihao Lyu; Weihao Zhou

doi:10.70711/wef.v4i2.9619

The Intelligent Transformation of Academic Libraries: From Resource Repositories to Smart Service Hubs

Shihao Lyu, Weihao Zhou

Abstract

Academic libraries face an existential shift from physical repositories to smart, user?centric service hubs. Synthesising evidence
from 239 medical students (survey), institutional case studies (Nanchang, Xi'an Jiaotong, Wuhan, BIT), and bibliometric analyses (171 CNKI
+ 258 WoS papers), this review reveals a three?level AI literacy structure among students ethical awareness (4.05/5) > basic skills (3.98)
> innovative application (3.92) and a polarised demand for smart services: high for basic AI tools (66.95% want chatbots) but low for advanced services (e.g., knowledge graphs, 26.36%). Key bottlenecks include fragmented technology, an ageing librarian workforce (40+ years
= 77.2%), and a severe supplydemand mismatch (overall satisfaction 3.51/5). We propose a "literacyservice fit" optimisation model (L1:
tool?based; L2: data?analytical; L3: innovation?driven) and reposition libraries as four?dimensional smart education enablers: resource hub,
spatial carrier, literacy base, and ecosystem nexus.

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References

[1] Zulihumar Aizize, Hasiyeti Yasen, Wang, T. (2026). Demand for smart subject services in medical university libraries driven by AI literacy. Chin J Libr Inf Sci, 39(2), 1?12.

[2] Xi, Y. (2026). AI leading the smart direction of libraries. Libr Theory Pract, 44(3), 22?30.

[3] Liu, K. (2026). Building multiple carriers for cultural heritage development in university libraries. Univ Libr Work, 45(1), 15?23.

[4] Yu, Z. (2026). A new interpretation of AI literacy education in university libraries. Libr Inf Serv, 70(4), 55?62.

[5] Dai, W. (2026). Exploration of smart construction in university libraries in the AI era. Libr J, 41(3), 22?30.

[6] He, C., & Yang, J. (2026). Research status and future prospects of library smart education services. Knowl Manag Forum, 11(2),

110?124.

[7] Ministry of Education of China. (2025). White Paper on Smart Education in China. Beijing: MOE Press.

[8] Chen, C. M. (2017). Science mapping: A systematic review. J Data Inf Sci, 2(2), 1?40.

[9] IFLA. (2024). Trend Report 2024: Libraries and AI. The Hague: IFLA.

DOI: http://dx.doi.org/10.70711/wef.v4i2.9619

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