With the rapid development of 5G technology, various types of reading promotion methods are becoming more and more diverse. While constantly seeking the depth of publicity content and publicity, university libraries also pay more and more attention to the optimization and innovation of publicity methods. In the 5G era, there are various ways of reading promotion, but due to the lack of a scientific and effective evaluation mechanism, it is impossible to provide readers with accurate reading services, so as to achieve the expected results. Through the disadvantages of traditional reading promotion activities, a new refined reading promotion model in the 5G era was introduced, and the types of reading promotion models, their elements and the necessity in the new era were explained. By comparing the traditional reading promotion with the reading promotion in the 5G era, the comparison was mainly made in terms of promotion content score, promotion effect, and user experience. The results found that the diversity has increased by 12 points, the legibility has increased by 11 points, the promotion effect has also been greatly improved, and the user experience rating has also been improved. It also illustrated the necessity of the current implementation of the library's refined reading promotion activities in the 5G era.

Lingxia Wang, Xin Shi, Chuanxi Liu, Shilei Gao. Innovation and Effect Evaluation Algorithm of Library's Refined Reading Promotion Activities in the 5G Era. Frontiers in Educational Research (2024) Vol. 7, Issue 5: 153-162. https://doi.org/10.25236/FER.2024.070525.

[1] Solfema S, Bartin T, Pamungkas A H. Community Reading Park Development Training (TBM). KOLOKIUM Jurnal Pendidikan Luar Sekolah, 2019, 7(2):147-153.

[2] Wang H, Fang Q, Chen Y. Research on the Factors Influencing the Reading Motivation of Social Media Users from the Perspective of Reading Promotion in China. Libri, 2020, 70(4):279-290.

[3] Dali K, Mcniff L. Reading work as a diversity practice: A differentiated approach to reading promotion in academic libraries in North America: Journal of Librarianship and Information Science, 2020, 52(4):1050-1062.

[4] Widiana N, Ai S M. Circulation Space in the Library Reading Room of University of Lampung. Jurnal Linears, 2020, 3(2):60-72.

[5] Wiley D L. Recommended Reading on Library Technology Upgrades, Self-Publishing, Working With Your Enemies, and Library Innovation. Online, 2017, 41(5):69-71.

[6] Liu C, Dou T, Zhou H. Library Service Innovation Based on New Information Technology: Taking the Interactive Experience Space "Tsinghua Impression" as an Example. International Journal of Library and Information Services, 2021, 10(1):71-81.

[7] Adzobu P, Okyere S, Banji G T. Innovation in the library: Adoption of smartphones in accessing electronic resources in a Ghanaian university: Journal of Librarianship and Information Science, 2021, 53(3):367-381.

[8] Potnis D D, Winberry J, Finn B. What is innovative to public libraries in the United States? A perspective of library administrators for classifying innovations: Journal of Librarianship and Information Science, 2020, 52(3):792-805.

[9] Gao B, Dong S. Research on Library Construction and Management Mode Innovation of Higher Vocational Colleges in the Era of Big Data. Advances in Higher Education, 2019, 3(2):51-52.

[10] Jie B, Xiao L. Research on the reform of physics education and the innovation of library work. Agro Food Industry Hi Tech, 2017, 28(1):343-347.

[11] Wang J, Li J, Han Sl. A Missing Data Filling Method for Effectiveness Evaluation System. Journal of Shanghai Jiaotong University, 2017, 51(2):180-185.

[12] Zhou X, Deng X, Deng Y. Dependence assessment in human reliability analysis based on D numbers and AHP. Nuclear Engineering and Design, 2017, 313(MAR.):243-252.

[13] Ryan, Pohl. Apprentice Training: Print Reading. Moldmaking Technology: Design, Build, Manage, 2017, 20(6):64-66.

[14] Jian X, Leng P, Wang Y. Blockchain-Empowered Trusted Networking for Unmanned Aerial Vehicles in the B5G Era. IEEE Network, 2021, 35(1):72-77.

[15] Ahmad S, Afzal M M. Development and Effect of Fog Computing on the Big Data Analysis for IoT Devices in 5G Era. International Journal of Advanced Science and Technology, 2020, 29(4): 7033-7040.

[16] Nkiko C, Achugbue E I, Okuonghae O. Tackling Cybercrimes in the 5G Era: An Examination of the Readiness and Digital Skills of the Nigerian Police. International Journal of ICT Research in Africa and the Middle East, 2020, 9(2):78-90.

[17] Hsu J Y, Tseng W K, Hsieh J Y. The Recommending Agricultural Product Sales Promotion Mode in E-Commerce Using Deep Reinforcement Learning with Contextual Multiarmed Bandit Algorithms. Mathematical Problems in Engineering, 2020, 2020(4):1-10.

[18] Si H, Hu X, Tang Y. Research on the Construction of "Three Integration and Three Promotion" Applied Talents Cultivate Mode for Automation Major. International Journal of Information and Education Technology, 2019, 9(9):666-670.