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Menampilkan 1–10 dari 111 artikel
Model Machine Learning untuk Klasifikasi Loyalitas Pelanggan Menggunakan Random Forest
Prosiding Seminar Nasional Ilmu Teknik
Vol 2
, No 2
(2026)
This research develops a machine learning model to classify customer loyalty using the Random Forest algorithm. Customer churn is a critical issue that reduces revenue and increases acquisition costs. A dataset of 50,000 customers from global e-commerce and subscription platforms was processed through data cleaning, imputation, outlier handling, and class balancing with SMOTE. The Random Forest model was built as a baseline and optimized with hyperparameter tuning. Evaluation using accuracy, pre...
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Microbial profile of digesta in diabetic experimental animals fed with parboiled rice: Profil mikroba digesta hewan coba diabet yang diberi beras pratanak
JITIPARI (Jurnal Ilmiah Teknologi dan Industri Pangan UNISRI)
Vol 11
, No 1
(2026)
Rice is a staple food for nearly two-thirds of the world's population, including Indonesians. Rice generally has a high glycemic index (GI) and cannot be consumed by diabetics. Pratanak rice has a low GI, so it is recommended for diabetics. The study aimed to evaluate the effect of parboiled rice on the amount of LAB (Lactic Acid Bacteria), pH, and SCFA (Short-Chain Fatty Acids) of diabetic experimental animals. The research method consisted of 6 groups of rats with groups 1 (Cr and Mg fortifie...
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Analisis Implementasi Green Finance dan Kinerja Keuangan dalam Meningkatkan Profitabilitas Bank Umum Konvensional di Indonesia Periode 2020-2024
Lailatus Sa’adah
; Lilik Puji Lestari
; Friska Devita Sari
; Ahmad Ardi Hamzah
; Brian Dickson Argatumewa
Populer: Jurnal Penelitian Mahasiswa
Vol 4
, No 4
(2025)
This study aims to provide a comprehensive overview of the implementation of green finance and its relationship with the financial performance and profitability of banking institutions in Indonesia. Although sustainable finance policies have been continuously strengthened by regulators and stakeholders, the contribution of green financing to overall banking performance is still developing gradually, making it important to conduct a more focused and systematic analysis of its effectiveness. This...
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Preservice Teachers’ Perceptions of AI-Powered Adaptive Learning Models
Proceeding of the International Conference on Global Education and Learning
Vol 2
, No 2
(2025)
The integration of Artificial Intelligence (AI) in higher education has led to the increasing use of AI-powered adaptive learning models that support personalized and data-driven learning. However, studies examining preservice teachers’ perceptions of these models remain limited, despite their important role in future classroom implementation. This study aims to explore preservice teachers’ perceptions of AI-powered adaptive learning in higher education, focusing on perceived usefulness, learnin...
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Performance Analysis of the M/M/1 Queuing System in Barber Shop Services Using an Analytical Approach
Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer
Vol 3
, No 6
(2025)
Queueing systems play an important role in evaluating service performance, especially in small-scale businesses such as barbershops, where fluctuating customer arrival patterns and limited service capacity often lead to long waiting times. This study aims to analyze the performance of barbershop services using the M/M/1 queueing model and an analytical approach based on experimentally tested arrival (λ) and service (μ) rates. The model was selected because it represents a single-server system wi...
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Analysis of the Application of Franchising Systems on Business Performance in the Beverage Franchise Business: A Case Study of Ready-to-Drink Beverage Partners
International Journal of Management Science and Business
Vol 2
, No 4
(2025)
This study aims to analyze the application of the franchising system on business performance in the beverage franchise business through a case study of Mitra Minuman Siap Saji. The approach used is qualitative with a case study design, with data collection techniques in the form of in-depth interviews, operational observations, and supporting documentation. The results show that the implementation of standardized Standard Operating Procedures (SOPs), franchisor support in the form of training, r...
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The Role of Higher Education Institutions in Strengthening Social Entrepreneurship Ecosystems: A Mixed-Method Study in Malang Raya, Indonesia
International Journal of Management Science and Business
Vol 2
, No 4
(2025)
This study investigates the role of higher education institutions (HEIs) in strengthening social entrepreneurship ecosystems in Malang Raya, Indonesia. Using an explanatory sequential mixed-method design, quantitative data were collected from 100–150 respondents representing key ecosystem actors, including faculty members, students, social entrepreneurs, supporting institutions, and government stakeholders. Quantitative data were analyzed using Structural Equation Modeling (SEM) with LISREL soft...
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Penerapan Model Problem Based Learning dengan Pendekatan Kontekstual melalui Mata Pelajaran Bahasa Indonesia Materi Artikel Ilmiah
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 4
, No 4
(2025)
This study aims to determine the implementation and challenges of the Promblem Based Learning (PBL) learning model and contextual approach to students. So, by knowing the results of the implementation, it is hoped that teachers can improve the way to teach students better. The method used in this study is descriptive qualitative with interviews via chat via whatsapp and provides google from to be filled in by Yuselvin Beo Wesso as a PPG student who teaches at SMP Negeri 6 Banjarmasin grade 8. S...
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Strategic Air Transportation Management in Military Operations Other Than War (MOOTW) : Enhancing Archipelagic Resilience
International Journal of Management Science and Entrepreneurship
Vol 2
, No 4
(2025)
The purpose of this study is to investigate the strategic role of air transportation management in Military Operations Other Than War (MOOTW), particularly in archipelagic contexts such as Indonesia, where rapid humanitarian response, territorial surveillance, and civil–military cooperation are essential for resilience. By applying a Systematic Literature Review (SLR), this article synthesizes findings on humanitarian logistics, technological transformation, and policy frameworks for strengtheni...
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Inovasi Teknik Origami Jepang pada Busana Avant-Garde
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 2
(2025)
The continuously evolving fashion industry encourages designers to innovate, one such way being the adaptation of Japanese origami techniques into avant-garde fashion design. This research explores the application of origami butterfly forms in garments using a Research and Development (R&D) methodology. This methodology involves stages such as (1) potential problems, (2) data collection (literature review, observation, documentation), (3) product design, (4) design validation, (5) design rev...
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