Citation

Foo, Zhi Yao and Ng, Kok Why and Haw, Su Cheng and Anaam, Elham Abdulwahab (2024) Analysis of Book Preferences Among Visitors in Library System. TEM Journal, 13 (1). pp. 422-430. ISSN 2217-8309

Text TEMJournalFebruary2024_422_430.pdf - Published Version Restricted to Repository staff only Download (1MB)

Abstract

Library is a place that contains various resources and materials. Many invaluable knowledge can be found in the library. By analysing the library’s data, it is possible to obtain information that can further improve its services. This research aims to extract information from Multimedia University (MMU) library and present insightful visualization of the information to enhance the library administration. At present, the library does not have information on the book preferences of the library users. The book preferences statistics can be relatively helpful as the library will know what books can be imported in the future. By doing so, more people will visit the library and they will have more related books to use as reference or to read. In addition, there are no existing dashboards to display information on all borrowers, no visitor. In the absence of this, this research adopts the data science methodology to determine the book preferences of library users by using machine learning techniques such as clustering and classification. Lastly, a dashboard will be developed to display all the findings which includes statistics on the visitors and book preferences.

Item Type:	Article
Uncontrolled Keywords:	Library, book preferences, analysis, recommender system, dashboard.
Subjects:	H Social Sciences > HD Industries. Land use. Labor > HD9000-9999 Special industries and trades
Divisions:	Faculty of Computing and Informatics (FCI)
Depositing User:	Ms Nurul Iqtiani Ahmad
Date Deposited:	03 May 2024 05:39
Last Modified:	03 May 2024 05:39
URII:	http://shdl.mmu.edu.my/id/eprint/12435

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