IKRAM: Jurnal Ilmu Komputer Al Muslim
Vol. 1 No. 1 (2022): IKRAM: Jurnal Ilmu Komputer Al Muslim

Analisa Data Pola Peminjaman Buku Perpustakaan Dengan Metode Algoritma Asosiasi Apriori

Angelina Hadriani Hadriyanto (Universitas Pamulang)



Article Info

Publish Date
25 Oct 2022

Abstract

Library is one _ source information and places study . Every information loan book saved by library so that generate loan data book in size big . Big data if not used _ will make problem in the future day .In study this , researcher will use technique for grouping loan data book library . based on emerging trend _ together in something activity visit library . In carry out the loan process book , of course only raw data will processed with share it into the different data fragments .For repair system manager library in study this with use method Algorithm a priori . Among the processed loan data tables is a loan table by general , 2-itemset candidate table, borrowing tabular table, support value table, confidence value table. For make this Data Mining process easier , researchers use Anaconda Navigator application , from the transaction data table loan 2016-2019 which became object study this .In testing algorithm a priori using Python and using available Jupiter apps in Anaconda. In testing writer convert the data into a .csv file format . Based on results testing and analysis from application algorithm a priori in pattern loan books in the library of our Education Foundation, then could drawn conclusion that Algorithm a priori could used for knowing book what only often _ appears in the loan process book , and found couple in loan book student Sandicta are (1-2 3600 seconds – pocong also pocong ) and (12-20 4R – Always With Me ) Keywords: Loan Patterns, Data Mining, Association Rules, Apriori Algorithm

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Journal Info

Abbrev

ikram

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management

Description

data mining, data science, software engineering, machine learning, image processing, decision support system, expert system, computer graphics, mobile programming, and soft ...