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An Integrated Framework for Optimizing Customer Retention Budget using Clustering, Classification, and Mathematical Optimization
Journal of Computing Theories and Applications
Vol 3
, No 1
(2025)
The study presents a comprehensive framework for optimizing customer retention budget by integrating clustering, classification, and mathematical optimization techniques. The study begins with the IBM Telco dataset, which is prepared through data cleansing, encoding, and scaling. In the preliminary phase, customer segmentation is performed using K-Means clustering, with k = 3 and k = 4 identified as optimal based on the elbow method and Silhouette score. The configurations produced three (Premi...
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3 Sitasi
Pengaruh kWh Meter Bermasalah Terhadap Efektivitas kWh Jual
Jurnal Elektronika dan Komputer
Vol 4
, No 2
(2025)
Penelitian ini bertujuan untuk mengetahui pengaruh kWh meter yang bermasalah terhadap efektivitas kWh Jual. Penggambilan data pemakaian kWh meter bermasalah pelanggan di PT. PLN (Persero) ULP Muara Enim. Metode yang digunakan ACMT (Aplikasi Catat Meter Terpusat) dan anlisa RCPS (Root Cause Problem Solving). Hasil penelitian ini Terdapat peningkatan nilai kWh setelah dilakukan penggantian pada kWh meter bermasalah, yang sebelumnya rata-rata pemakaian hanya 3.282 kWh setelah di lakukan penggantian...
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The Application of Religious Singing Methods in Improving Religious Knowledge in Early Childhood
Paudia
Vol 14
, No 3
(2025)
Instilling moral and religious values from an early age is very important for shaping children's religious character. One effective and enjoyable learning method is through singing religious songs. This study aims to explain the application of the religious singing method in improving the religious knowledge of early childhood students at RA Imama Kedungpane, Mijen, Semarang City. The study employs a qualitative approach with all students in class B2 as subjects. Data collection techniques inclu...
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WEBSITE-BASED RESEARCH AND COMMUNITY SERVICE INFORMATION SYSTEM USING THE WATERFALL METHOD AT TAKUMI POLYTECHNIC, BEKASI
Nurdin Effendi
; Anis Lelitasari
; Reza Ilyasa
; Rangga Gading Satria
; Usman Habib Bahtiar
; Wayan Deva Adhisthayana
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
This study focuses on developing a web-based Research and Community Service Information System (SIPPMAS) for Politeknik Takumi Bekasi, utilizing the Waterfall methodology. The aim is to create an integrated platform that streamlines the management of research and community service activities, from proposal submission and budget allocation to project execution and final reporting. The Waterfall method was chosen for its structured, sequential approach, ensuring a systematic development process th...
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3D Model Autocad Of The Piston Displacer Cup For A Gamma Stirling Engine Using The API Method
Rahmat, Rahmat
; Dean Anggara Putra
; Rifo Nurlaksana Restu
; Jefri Imron
; Marhaendra Natawibawa
; Hery Sumardiyanto
; Khairil Munawar
; Thomas Junaedi
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
When producing a perfect product, design process namely 2D modeling and 3D drawing, are closely related. The purpose of this study is to design a 3D model of a gun mastering machine product as a fan drive using CAD applications. The method of this study is decision data on API production (analytical product inspection). Measurement of sterling machine degradation using CPK (deviation) received results of -0.97, -0.22, 0.86, 0.11, 0.11 between zero and what indicates this specification. On averag...
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Optimisasi Whisper Speech-to-Text Bahasa Indonesia dengan Hybrid Cloud dan Multi-Engine
Ikhwan Alfath Nurul Fathony
; Ikhwan Alfath Nurul Fathony
; Affix Mareta
; Beta Estri Adiana
; Olivia Wardhani
; Dimas Ardiansyah Halim
Jurnal Elektronika dan Komputer
Vol 18
, No 1
(2025)
Automatic Speech Recognition (ASR) for the Indonesian language faces significant challenges due to high Word Error Rate (WER), especially when using pre-trained models without fine-tuning. This study develops an optimized ASR system using a hybrid cloud architecture that integrates the Faster-Whisper large-v3 engine with advanced audio preprocessing techniques. The system adopts a distributed architecture, with Google Colab (Tesla T4, 15GB VRAM) as the GPU server and Ubuntu 22.04 LTS (8 core, 32...
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PENGARUH HARGA TERHADAP KEPUTUSAN PEMBELIAN DENGAN KEPUASAN KONSUMEN SEBAGAI VARIABEL MEDIASI PADA AIR MINUM NESTLE PURE LIFE
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 1
(2025)
This study aims to analyze the effect of price on purchasing decisions with consumer satisfaction as a mediating variable on Nestlé Pure Life drinking water products. The type of research used in this study uses a quantitative study by distributing questionnaires via google form which are distributed online. The sample in this study were consumers who had bought nestle pure life drinking water in the Yogyakarta area. The number of samples used in this study were 100 respondents. The analys...
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Pengaruh Online Customer Review dan Online Customer Rating Terhadap Keputusan Pembelian Pada E-Commerce Shopee: Studi Pada Mahasiswa Prodi Administrasi Bisnis Universitas Nusa Cendana
Lema, Dominique Julied Saputri
; Lema, Dominique Julied Saputri
; Mesakh, Anthonius B.
; Kasim, Abas
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 1
(2025)
This research aims to know and analyze both the partial and simultaneous effects of online customer review and online customer rating on the purchase decision on e-commerce Shopee among students of the business administration program of Nusa Cendana University. The number of samples in this research was 100 respondents, with using the Purposive Sampling technique. The data analysis techniques used are quantitative descriptive analysis, multiple linear regression analysis, and hypothesis testing...
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1 Sitasi
Transformasi Limbah Menjadi Manfaat: Edukasi Pembuatan Lilin Wangi dari Minyak Jelantah
Rita Dwi Ratnani
; Helmy Purwanto
; Aufa Fahmazida
; Meta Liftyastuti
; Muhammad Rafi Najib
; Diah Ayu Lestari
; Irvan Sovian
; Luthfiyah Harum Pratiwi
; Muhamad Hafid Falihurrozan
; Nesia Ursulla Endarhadi
; Assyifa Khairunnisa
; Bayu Fredo Wicaksono
; Erika Febiana Lasifa
Palawa: Jurnal Pengabdian Kepada Masyarakat
Vol 4
, No 1
(2025)
Minyak jelantah merupakan limbah rumah tangga yang berpotensi mencemari lingkungan dan membahayakan kesehatan apabila digunakan secara berulang atau dibuang sembarangan. Kegiatan pengabdian kepada masyarakat ini bertujuan untuk memberikan edukasi melalui pelatihan kepada warga, khususnya menambah wawasan bagi ibu-ibu PKK di Kelurahan Jatirejo, Kecamatan Gunungpati, Kota Semarang. Pelatihan mengenai pemanfaatan minyak jelantah menjadi produk bernilai guna, yaitu lilin wangi. Metode pelaksanaan me...
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Citra PSSI terkait Pemain Naturalisasi dan Diaspora dalam Tim Nasional Sepak Bola Indonesia
Global and Foreign Affairs Journal
Vol 2
, No 1
(2025)
This study examines public opinion and the image of PSSI (All Indonesia Football Association) with the presence of naturalized and diaspora players in the Indonesian national team. This study aims to examine the pros and cons of The Jak Mania or Persija Jakarta supporters because the presence of naturalized and diaspora players has caused a lot of debate among supporters, there are positive and negative opinions, many consider the arrival of these naturalized players can help improve the perform...
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