Research on personalized recommendation of electronic books under the background of smart campus

Jiao Peng

doi:10.1117/12.3026822

8 April 2024 Research on personalized recommendation of electronic books under the background of smart campus

Jiao Peng

Proceedings Volume 13090, International Conference on Computer Application and Information Security (ICCAIS 2023); 130902Z (2024) https://doi.org/10.1117/12.3026822
Event: International Conference on Computer Application and Information Security (ICCAIS 2023), 2023, Wuhan, China

Abstract

In the era of data-driven services, traditional book services and contents have been unable to meet the dynamic needs of students, which puts forward higher requirements for the book information services provided by smart campus. In order to enrich the library’s collection resources and formulate a scientific and reasonable purchasing plan, Douban’s personalized book recommendation scheme can put forward a new management idea for the construction of intelligent library resources. This study takes the books and user information obtained from Douban as an example, uses the Kmeans clustering algorithm to sketch the user information, and combines the collaborative filtering algorithm to provide personalized book recommendation services for the purchase plan of smart campus books.

Citation Download Citation

Jiao Peng "Research on personalized recommendation of electronic books under the background of smart campus", Proc. SPIE 13090, International Conference on Computer Application and Information Security (ICCAIS 2023), 130902Z (8 April 2024); https://doi.org/10.1117/12.3026822

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