eprintid: 63099
rev_number: 12
eprint_status: archive
userid: 12460
dir: disk0/00/06/30/99
datestamp: 2024-01-19 02:57:33
lastmod: 2024-01-19 02:58:40
status_changed: 2024-01-19 02:57:33
type: thesis
metadata_visibility: show
contact_email: muh.khabib@uin-suka.ac.id
creators_name: Muhammad Naufan Athoillah, NIM.: 18106050046
title: IMPLEMENTASI DATA MINING MENGGUNAKAN ALGORITMA APRIORI UNTUK MENGETAHUI POLA PEMINJAMAN BUKU DI PERPUSTAKAAN UIN SUNAN KALIJAGA YOGYAKARTA
ispublished: pub
subjects: TB
divisions: jur_tinf
full_text_status: restricted
keywords: Data Mining, Algoritma Apriori, Aturan Asosiasi
note: Pembimbing: Dr. Ir. Sumarsono, S.T., M.Kom.
abstract: UIN Sunan Kalijaga Yogyakarta is equipped with library facilities to support the activities of its academic community. The library has visitors from the entire academic community starting from employees including lecturers or students from various Faculties. So far, students have had difficulty getting the books they are looking for, this difficulty is due to not having reference books that are related to each other or have the same topic. Searching for library books takes quite a long time because not always related books have similar titles or are placed side by side.
This research will implement data mining using an apriori algorithm to determine book borrowing patterns. From the implementation carried out by utilizing data on 47,995 book borrowings at the UIN Sunan Kalijaga Yogyakarta Library for the period January to December 2022, information can be extracted from the data collected in the form of association rules.
The results of this research succeeded in finding book borrowing patterns from each faculty. This pattern shows the relationship between faculties and titles
of interest. This relationship shows that users will borrow books according to the field of study they are studying. Apart from that, the association rules formed show that users tend to borrow books on the same topic.
date: 2023-12-12
date_type: published
pages: 163
institution: UIN SUNAN KALIJAGA YOGYAKARTA
department: FAKULTAS SAINS DAN TEKNOLOGI
thesis_type: skripsi
thesis_name: other
citation:   Muhammad Naufan Athoillah, NIM.: 18106050046  (2023) IMPLEMENTASI DATA MINING MENGGUNAKAN ALGORITMA APRIORI UNTUK MENGETAHUI POLA PEMINJAMAN BUKU DI PERPUSTAKAAN UIN SUNAN KALIJAGA YOGYAKARTA.  Skripsi thesis, UIN SUNAN KALIJAGA YOGYAKARTA.   
document_url: https://digilib.uin-suka.ac.id/id/eprint/63099/1/18106050046_BAB-I_IV-atau-V_DAFTAR-PUSTAKA.pdf
document_url: https://digilib.uin-suka.ac.id/id/eprint/63099/2/18106050046_BAB-II_sampai_SEBELUM-BAB-TERAKHIR.pdf