Abstract
Library as a means of information and knowledge sources for storing library materials used by users to explore the science of information sources. The study was conducted at one of the libraries in the city of Batam. This library has a diverse collection of books such as general books, scientific works, languages, history, and so forth. The problem that often occurs is that borrowed books are sometimes not available, besides that the library is also experiencing difficulties because they do not know how many books are borrowed so that the Library review records of borrowing transaction books on guest books. For this reason, a system is made by processing large amounts of data using the k-means data mining technique. From the results obtained, the borrowed books that have been processed get the most borrowed books in cluster 1 with 9 items, the least borrowed books are in cluster 2 with 15 items, the most borrowed books are in cluster 0 with 12 items.
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