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Perbandingan Model Machine Learning dalam Memprediksi Churn Pelanggan Telekomunikasi
Jurnal Manajemen Riset Inovasi
Vol 4
, No 2
(2026)
This study examines customer churn prediction in subscription-based telecommunications from a digital marketing perspective using machine learning. The analysis utilizes a secondary dataset of 7,043 customer records that simulate behavioral, contractual, and financial attributes commonly found in telecom services. Three classification algorithms Logistic Regression, Random Forest, and Gradient Boosting are applied to model churn behavior. Data preprocessing includes handling missing values, enco...
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Reinterpretation of the Qur'anic Verses on Parenting Responsibilities: A Contextual-Reflective Interpretation Study Application of Abdullah Saeed's Approach on Qs. An-Nisa' [4]:9 in the Childfree Phenomenon
Fajar Sodik
; Maurisa Zinira
; Lilik Rochmad Nur Choliso
; Salis Irvan Fuadi
; Zaenal Sukawi
; Umu Salamah
World Journal of Islamic Learning and Teaching
Vol 3
, No 1
(2026)
This study aims to: 1) describe the classical interpretation of QS. An-Nisa' [4]:9, particularly the concept of protecting descendants (khaufu 'ala al-dzurriyah); 2) explain the moral message of QS. An-Nisa' [4]:9 regarding parental responsibility through Abdullah Saeed's contextual hermeneutical framework; 3) demonstrate how a reinterpretation of QS. An-Nisa' [4]:9 can provide a new, more positive, and more balanced perspective on the childfree phenomenon in contemporary society. This research...
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Reconstruction of the Provisions on Victims and Heirs of Road Traffic Accident Victims in the Road Traffic Accident Fund Law
International Journal of Law, Crime and Justice
Vol 3
, No 1
(2026)
A traffic accident is a social risk event that causes serious losses, either in the form of injury, loss of property, or death of a family member. The State provides protection through the Road Traffic Accident Fund as stipulated in Law Number 34 of 1964 and Government Regulation Number 18 of 1965. However, in practice, the regulation of the status of victims and the coverage of the heirs of the beneficiaries still raises juridical and social problems because they do not fully reflect substantiv...
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Kajian Yuridis Normatif Pertanggungjawaban Dokter atas Kesalahan Diagnosis dalam Pelayanan Medis yang Menyebabkan Kematian Pasien
Pemuliaan Keadilan
Vol 3
, No 1
(2026)
The growing number of alleged medical malpractice cases in Indonesia, particularly physicians’ misdiagnosis resulting in patient death, underscores the need for stronger legal certainty and accountability in healthcare services. Physicians are professionally obligated to conduct diagnosis and medical treatment in accordance with professional standards, service standards, and standard operating procedures; however, negligence may occur and lead to severe harm. This study aims to analyze the legal...
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Digital Forensics and Automated Incident Response Framework Leveraging Big Data Analytics and Real Time Network Traffic Profiling in Heterogeneous Cyber Environments
Cyber Security and Network Management
Vol 1
, No 1
(2026)
The increasing complexity and scale of modern cybersecurity threats necessitate the development of advanced systems capable of efficiently detecting, analyzing, and mitigating incidents in real time. This paper proposes an automated framework for digital forensics and incident response that leverages big data analytics and real time network traffic profiling. The framework integrates cutting-edge technologies, including Apache Spark for real time data processing and Hadoop for scalable data stor...
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Penyelesaian Rangkaian Listrik Menggunakan Invers dan Eliminasi Gauss Berdasarkan MATLAB
Ulul Ilmi
; Zaenal Abidin
; M. Lais Shofil Muna
; Muhammad Aflah Kafabi
; Nafik Burhanudin
; Ahmad Faizin
; Faried Nur Imanudin
; Mudafiqil Ilmi
Jupiter: Publikasi Ilmu Keteknikan Industri, Teknik Elektro dan Informatika
Vol 3
, No 4
(2025)
Solving electrical circuits often requires finding solutions to systems of linear equations, which are derived from fundamental laws like The laws of Kirchhoff and Ohm's law. In this study, two widely known numerical methods are used to solve these systems, Gaussian elimination and matrix inversion. Both methods are applied to the linear equations that represent the electrical circuit network. MATLAB is used to model and solve the circuits with these techniques, making the calculations more effi...
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Penerapan Pembukuan Sederhana pada UMKM di Yogyakarta
Jurnal Hasil Kegiatan Bersama Masyarakat
Vol 2
, No 6
(2024)
This service aims to provide education and understanding of simple bookkeeping in business financial management. This service was carried out at MSMEs Warung Makan Mbak Tari located in Argomulyo Village, Sedayu District, Bantul Regency, Yogyakarta and Warung Soto Seger Bu Tini located in Sumbersari Village, Moyudan District, Sleman Regency, Yogyakarta. The methods used in this service are 1) Observation 2) Training, 3) Evaluation. The results of this service show that MSME actors understand simp...
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Analisis Beban Industri pada Penyulang Kima di PT. PLN (Persero) ULP Daya UP3 Makassar Utara
Venus: Jurnal Publikasi Rumpun Ilmu Teknik
Vol 2
, No 5
(2024)
Energy Electricity is something that is needed in people's lives, the need for electrical energy is increasing. the need for electrical energy is increasing. demand for electrical energy continues to increase along with economic growth and community welfare. the welfare of society. The growth in demand for electrical energy is influenced by the development of the growing manufacturing and industrial sectors. This study aims to determine the energy imbalance between the industrial and general pow...
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The Implementation of a Logistic Regression Algorithm and Gradient Boosting Classifier for Predicting Telco Customer Churn
JURNAL ILMIAH KOMPUTER GRAFIS
Vol 17
, No 1
(2024)
This research aims to predict customer churn in a telecommunications company using Logistic Regression (LR) and Gradient Boosting Classifier (GBC) algorithms. Customer churn poses a significant challenge as acquiring new customers is costlier than retaining existing ones. The dataset from Kaggle comprises 7043 records and 21 attributes. The process includes data pre-processing, cleaning, transformation, and normalization using a Min-Max Scaler. The data is split into features (X) and target (y),...
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Perancangan Sistem Penjualan untuk mempermudah Manajemen dan Laporan Penjualan Cat Menggunakan Website
Jurnal Ilmiah Komputerisasi Akuntansi
Vol 17
, No 1
(2024)
This research aims to identify the issues faced by one of the paint distributors in managing their sales information system. The study notes that despite the store's successful sales activities, the utilization of the sales information system remains limited, with the store preferring to manage products without online information handling applications. Based on observations, some weaknesses of the current system include lack of stock data accuracy, hindrances in providing real-time stock informa...
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