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All Journal Jurnal Riset Mahasiswa Akuntansi (JRMA) Informatika
Ardiansyah, Rizaldi
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Chemical Engineering, Chemistry & Bioengineering Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Library & Information Science Other

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Utilizing FP-Tree and FP-Growth Algorithms for Data Mining on Medicine Sales Transactions at Khanina’s Ardiansyah, Rizaldi; Harahap, Syaiful Zuhri; Ah, Rahma Muti
Jurnal Informatika Vol 12, No 3 (2024): INFORMATIKA
Publisher : Fakultas Sains & Teknologi, Universitas Labuhanbatu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36987/informatika.v12i3.5999

Abstract

Although Khanina Pharmacy is a growing pharmacy with a lot of processes, the data processing is still done by hand. This study examines the use of the FP-Tree and FP-Growth algorithms to the medication sales transaction system. The FP-Tree and FP-Growth algorithm methods use methods or strategies to choose data in order to identify trends or intriguing details. The FP-Tree and FP-Growth algorithm approaches are two frequently used techniques in data mining. The purpose of this medicine sales transaction data is to identify concurrently purchased products. The FP-Growth Algorithm is used to find item pattern combinations. Use of FP-Tree to identify frequently occurring itemsets from a database in combination with the FP-Growth algorithm. When searching for product attachment patterns for sales tactics in decision-making rules, the Association Rule method is employed. In order to determine which medications are frequently bought by customers, we can create rules using the data in the database. The Rapidminer 5 program was used to conduct the test. This test yielded the following results: the number of itemsets created and rules constructed increased with decreasing support values.
Analisis Proses Penagihan Kontribusi Nasabah pada PT XYZ Syariah Ardiansyah, Rizaldi; Safira, Selma Putri
Jurnal Riset Mahasiswa Akuntansi Vol. 14 No. 1 (2026): JURNAL RISET MAHASISWA AKUNTANSI VOLUME 14 NOMOR 1 TAHUN 2026
Publisher : Fakultas Ekonomika dan Bisnis Universitas PGRI Kanjuruhan Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21067/jrma.v14i1.14112

Abstract

Penelitian ini bertujuan untuk mengkaji mekanisme penagihan kontribusi nasabah pada PT XYZ Syariah, meliputi tahapan pelaksanaan, hambatan, serta strategi penyelesaiannya. Keterbaruan penelitian ini terletak pada analisis penagihan yang dikaitkan dengan penerapan prinsip syariah dalam pendekatan persuasif kepada nasabah. Penelitian ini menggunakan pendekatan kualitatif dengan desain studi kasus. Informan ditentukan secara purposive sampling dengan jumlah sebanyak 5 orang. Data dikumpulkan melalui wawancara, observasi, dan dokumentasi, kemudian dianalisis secara deskriptif kualitatif. Hasil penelitian menunjukkan bahwa proses penagihan telah berjalan sesuai prosedur, namun masih terdapat kendala berupa keterlambatan pembayaran dan kurang optimalnya komunikasi. Upaya yang dilakukan meliputi peningkatan komunikasi, pembaruan data, dan pendekatan persuasif berbasis syariah. Implikasi penelitian ini diharapkan dapat menjadi bahan evaluasi bagi perusahaan serta kontribusi bagi pengembangan praktik penagihan pada lembaga keuangan syariah.
Co-Authors Ah, Rahma Muti Safira, Selma Putri Syaiful Zuhri Harahap