Hasil cek Similarity Fp-Growth Algorithm For Searching Book Borrowing Transaction Patterns And Study Program Suitability

Zahrotun, Lisna and JONES, ANNA HENDRI SOLELIZA (2021) Hasil cek Similarity Fp-Growth Algorithm For Searching Book Borrowing Transaction Patterns And Study Program Suitability. International Journal of Information System & Technology, 5 (5). pp. 564-569. ISSN 2580-7250

Text HASIL CEK_Zahrotun, Jones_Library, Association Rule, FP-Growth, study program. (1)_compressed.pdf Download (1MB)

Abstract

The current development of data has reached a sizeable amount. This is due to the
development of the world of information technology which consists of data in it. One
technique that can handle abundant data is data mining. Data mining methods are widely
used to perform large amounts of data analysis. In the academic field, analysis can be
used to determine the patterns of students and lecturers. Whereas in library transactions,
analysis can be carried out to determine the patterns of existing book borrowing. This is
done to determine the tendency of students with certain study programs to borrow any
uku transactions. In this study, the aim of this research is to analyze the patterns of
borrowing books from the Ahmad Dahlan University library, which includes borrowing
transaction data and the book owner's study program. In addition, in this study, a
percentage analysis of the suitability of the book borrower study program and the book
owner's study program was also carried out. The stages in this research include data
collection, data cleaning, data selection, data transformation, searching for association
patterns using the FP-Growth method and pattern evaluation. The test used in this
research is the lift ratio. The results of this study are publications in international
journals that are in the draft process. Apart from that, the results of this study provide
information on the analysis of patterns of lending books in libraries using the FP-Growth
method. The resulting pattern is 103 patterns with a support count value of 5 and a
confident 10% with the 2 itemset rule, this means that the level of book borrowing is still
low. While the results of the analysis of the suitability of books in the study program with
the borrower were 31% in accordance with the study program, namely Pharmacy and
Public Health Sciences, meaning that there were 69% of students who borrowed books
from the library that were not in accordance with their study program

Item Type:	Artikel Umum
Keyword:	Library, Association Rule, FP-Growth, study program.
Subjects:	T Technology > T Technology (General)
Divisi / Prodi:	Faculty of Industrial Technology (Fakultas Teknologi Industri) > S1-Informatics Engineering (S1-Teknik Informatika)
Depositing User:	Mrs. Lisna Zahrotun
Date Deposited:	12 Aug 2023 04:44
Last Modified:	12 Aug 2023 04:44
URI:	http://eprints.uad.ac.id/id/eprint/44621

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