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Segmentasi Pelanggan Ritel Global dan Inggris Menggunakan RFM dan K-Means Clustering
Prosiding Seminar Nasional Ilmu Teknik
Vol 2
, No 2
(2026)
Transaction logs in online retail provide opportunities for data-driven customer segmentation. This study segments customers at two scopes global (all countries) and United Kingdom (UK) using Recency, Frequency, and Monetary (RFM) features derived from the Online Retail transaction dataset. After cleaning cancellations and invalid records, RFM variables are computed per customer and normalized. K-Means clustering is applied separately for global and UK data, while the number of clusters is selec...
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Strategi Pengelolaan Arus Kas Untuk Keberlanjutan Usaha Kue Tradisional
Jurnal Ilmiah Komputerisasi Akuntansi
Vol 19
, No 1
(2026)
Penelitian ini bertujuan untuk menganalisis strategi pengelolaan arus kas dalam mendukung keberlanjutan usaha kue tradisional dengan mengambil studi kasus pada Toko Roti Ganjel Rel Ambarawa. Pengelolaan arus kas yang efektif merupakan faktor krusial dalam menjaga keberlangsungan usaha kecil dan menengah, khususnya pada industri makanan tradisional yang menghadapi tantangan fluktuasi permintaan musiman dan persaingan dengan produk modern. Metode penelitian yang digunakan adalah kualitatif deskrip...
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Keterkaitan Kualitas Tidur dan Pola Makan terhadap Tingkat Konsentrasi Belajar Mahasiswa Biologi T.Bio1/2022 UINSU
Elvi Zuliani
; Soraya Saputri
; Rika Rahmawati Situmorang
; Syahnur Fadillah Azmi
; Mahfuza Delila Harahap
; Putri Fazrisina Nst
; Annisa Aulia
; Resta Gunawan
Jurnal Pendidikan Kimia, Fisika dan Biologi
Vol 2
, No 1
(2026)
Learning concentration is an important factor in supporting students’ academic success, particularly in Biology study programs that require high levels of accuracy and analytical skills. Learning concentration is influenced by various factors, including sleep quality and dietary patterns. This study aimed to analyze the relationship between sleep quality and dietary patterns and the level of learning concentration among Biology students of class T.BIO1/2022 at Universitas Islam Negeri Sumatera U...
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Analisis Prediksi Penjualan Bisnis Retail Menggunakan Metode Decision Tree dan Random Forest
Agung Narayana Adhi Putra
; I Wayan Sudiarsa
; I Kadek Adi Gunawan
; Kadek Bagus Karunia Dwi Dharmayasa
; I Wayan Eka Saputra
Saturnus: Jurnal Teknologi dan Sistem Informasi
Vol 4
, No 1
(2026)
The retail industry generates an extremely large and continuously growing volume of transactional data along with the advancement of digital technology, thereby requiring sophisticated and systematic data analysis approaches to support effective and evidence-based business decision-making. This study aims to analyze retail sales data by utilizing the Retail Sales Dataset obtained from the Kaggle platform, which consists of 100,000 transaction records and broadly represents the characteristics of...
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Studi Audit Energi Listrik untuk Optimalisasi Konsumsi Daya pada Office Engineering Aston Denpasar Hotel & Convention Center
Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer
Vol 4
, No 1
(2026)
The commercial sector, especially the hospitality industry, is one of the largest consumers of electrical energy, with energy costs often ranking as the second highest operational expense. This study aims to conduct a specific Electrical Energy Audit in the Office Engineering unit of Aston Denpasar Hotel & Convention Center to optimize electricity usage and improve energy efficiency. The research applies a detailed audit approach with a focus on lighting systems and air conditioning (AC), wh...
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Examining the Role of Information Technology Governance in Enhancing Risk Management Performance and Regulatory Compliance in Multinational Digital Enterprises
Integrated System and Management Technology
Vol 1
, No 1
(2026)
This study investigates the role of Information Technology (IT) governance in enhancing risk management performance and ensuring regulatory compliance within multinational digital enterprises. As digital transformation continues to reshape the global business landscape, organizations face increasing challenges in managing technological risks and complying with complex regulatory requirements across various jurisdictions. The study adopts a quantitative approach, using a survey methodology to col...
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Implementasi Pancasila terhadap Kasus Korupsi di Indonesia
Jurnal Pendidikan dan Kewarganegara Indonesia
Vol 2
, No 4
(2025)
Pancasila as the foundation of the state and the national ideology of Indonesia, has a very important function in shaping the moral values, ethics, as well as the attitudes and behavior of state officials. However, the reality of the persistent prevalence of corruption cases reflects a gap between the values contained in Pancasila and the practices of national and state life. This article aims to examine the implementation of Pancasila values in efforts to prevent and address corruption cases in...
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Perencanaan Penggantian dan Perbaikan Komponen Mesin Die Casting Kapasitas 40 Unit/Jam dengan Metode IRRO
Muhammad Yusuf Prayitno
; Syamsul Hadi
; Bagus Prakoso
; David Avelino Anugerah Krishna Pamungkas
; Ahmad Zulfa Sibro Malisi
Manufaktur: Publikasi Sub Rumpun Ilmu Keteknikan Industri
Vol 3
, No 4
(2025)
The decline in the performance of the die casting machine in 1998 after a long period of producing copper terminals showed dimensional defects and instability in product quality, especially in nozzle clogging, reduced copper flow, crust buildup on the gooseneck, plunger movement obstruction, and hydraulic pressure leaks. The purpose of planning the replacement and repair of die-casting machine components is to obtain replacement and repair costs, replacement and repair schedules for the period 2...
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Perilaku Manajemen Risiko Dalam Penggunaan Layanan Pinjaman Online
Jurnal Ilmiah Komputerisasi Akuntansi
Vol 18
, No 2
(2025)
Fenomena meningkatnya penggunaan layanan pinjaman online di kalangan mahasiswa menimbulkan kekhawatiran terhadap potensi risiko finansial yang dapat mengganggu kesejahteraan dan performa akademik mereka. Penelitian ini bertujuan untuk mengeksplorasi dan menganalisis perilaku manajemen risiko mahasiswa STIEPARI Semarang dalam penggunaan layanan pinjaman online, mengidentifikasi faktor-faktor yang memengaruhi pembentukan perilaku tersebut, serta memahami implikasinya terhadap kesejahteraan finansi...
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Bridging The Synthetic-To-Real Gap: A Model-Data Coevolution Approach With Stochastic Feature Decoupling For Ac Unit Fault Diagnosis
Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer
Vol 3
, No 6
(2025)
The scarcity of real-world data in Air-Conditioning (AC) fault diagnosis necessitates the use of synthetic data; however, rule-based synthetic datasets often suffer from a significant sim-to-real domain gap. To address this, we propose a Model-Data Coevolution (MDC) framework that employs a Simulated Annealing (SA) controller to optimize augmentation parameters. We introduce a novel technique, Stochastic Feature Decoupling (SFD), which applies independent noise to raw and derived features, contr...
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