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Menampilkan 1–10 dari 19 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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Peran Keluarga dalam Pendidikan Tauhid di Majlis Taklim ‘Izzatin Nisa Tangerang
Adetri Oktafiani
; Asrori Mukhtarom
; Ilham Rivaldi
; Maslah Maslah
; Mualimin Mualimin
; Winda Murni
Bumi: Jurnal Hasil Kegiatan Sosialisasi Pengabdian kepada Masyarakat
Vol 4
, No 1
(2026)
Tawhid education is a fundamental aspect of Islamic education that serves as the foundation for the formation of faith and individual religious character. The family plays a crucial role as the primary educational environment in instilling the values of Tawhid from an early age. However, in modern social realities, the role of families in Tawhid education often faces various challenges, necessitating support from non-formal Islamic educational institutions. This study aims to describe the role o...
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Analisis Ketertiban Kendaraan Terhadap Kelancaran Keberangkatan Pada Kapal KMP Terubuk di Pelabuhan Tanjung Emas Semarang
Jurnal Universal Technic (UNITECH)
Vol 4
, No 2
(2025)
Maritime safety is one of the most crucial aspects of sea transportation, largely determined by the orderliness of vehicle loading on board. This study aims to evaluate vehicle loading practices on KMP Terubuk operating on the Semarang–Kumai route by examining vehicle spacing, the use of lashing equipment, transport productivity, and ship stability based on the metacentric height (GM) value. This research employed a descriptive quantitative method using primary data obtained from field observati...
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The Effectiveness of the Remap STAD Learning Model on Empowering Creative Thinking Skills
JOURNAL OF BIOLOGY LEARNING
Vol 7
, No 1
(2025)
One of the 21st century thinking skills is creative thinking skills. Students as prospective educators are required to learn and develop self-actualization in solving problems scientifically. This study aims to determine the effectiveness of Remap STAD learning models towards the empowerment of students' creative thinking skills. This research is a quasy experimental study and uses a Non equivalent pretest-posttest control group design. The population is all students of class XI IPA SMAN 4 Malan...
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Perancangan Sistem Informasi Manajemen Aplikasi Pendaftaran Rekening Bank Baru Nasabah
Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi
Vol 3
, No 2
(2025)
This research was designed using Unified Modeling Language (UML) as a tool for visualizing system requirements. The system designed is expected to improve efficiency, accuracy and speed of service, thereby providing a better experience for customers and making it easier for Bank Sumut officers to manage registration data. The system development method used is waterfall. The research results show that the designed information system can automate various manual processes such as collecting prospec...
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Perakitan Personal Komputer dan Instalasi Sistem Operasi (Windows)
Modem : Jurnal Informatika dan Sains Teknologi
Vol 3
, No 1
(2025)
Assembling a personal computer and installing the Windows operating system are important activities in mastering information technology. This research aims to provide an in-depth understanding of the computer assembly process and operating system installation. The methods used include a Research and Development (R&D) approach, hands-on practice, and question-and-answer sessions. The research results show that systematic assembly steps and proper installation can produce a well-functioning co...
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Peran Pemeriksaan Rutin Penyakit Sindrom Metabolik dalam Upaya Mengurangi Risiko Kerapuhan dengan Pemeriksaan Frail pada Kelompok Usia Lanjut
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 4
, No 1
(2025)
Metabolic syndrome, encompassing hypertension, elevated blood glucose levels, high cholesterol, and increased waist circumference, is a significant risk factor for frailty in older adults. The FRAIL questionnaire is a screening tool that assesses five components of frailty, enabling early detection for appropriate intervention. This community service program was conducted using the PDCA (Plan-Do-Check-Act) method with 93 elderly participants. Health education and screening for metabolic syndrome...
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Evaluasi Keamanan Autentikasi Pengguna pada Sistem Operasi Windows dan Linux
Neptunus: Jurnal Ilmu Komputer Dan Teknologi Informasi
Vol 3
, No 1
(2024)
Authentication security is an important aspect of the operating system. This research evaluates the security of user authentication on Windows and Linux operating systems by analyzing various methods such as the use of passwords and two-factor authentication. This study compares effectiveness, flexibility, and stability to provide insight into their advantages and vulnerabilities. The literature review method is used by utilizing secondary data from relevant sources. The research results show th...
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Analisis Faktor Penyebab Stres pada Mahasiswa dan Dampaknya terhadap Kesehatan Mental
Jurnal Inovasi Riset Ilmu Kesehatan
Vol 2
, No 4
(2024)
Stress is a common phenomenon experienced by university students due to academic and social pressures in the campus environment. This study aims to analyze the factors causing stress among students and its impact on their mental health. Using a phenomenological approach, data were collected through in-depth interviews and field observations with students from various backgrounds. The findings reveal that factors such as academic workload, adaptation to new environments, financial issues, and soc...
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Tempat Sampah Otomatis Menggunakan Sesnsor Ultrasonik Berbasis Arduino Uno
Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer
Vol 2
, No 5
(2024)
The importance of innovation in waste management is increasingly felt in this modern era. This research introduces an automated waste handling system utilizing Arduino Uno-based sensors. Arduino Uno, as a versatile microcontroller, is employed to control the automation process in waste bins. Integrated ultrasonic and load cell sensors assist in identifying the presence of individuals disposing of trash and monitoring the weight of the waste, triggering the automatic disposal mechanism. This impl...
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