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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 Motivasi, Lingkungan dan Pengalaman Kerja Terhadap Loyalitas Karyawan Pamella 9 Supermarket Wonosari
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 1
(2025)
The retail industry is one of the choices for people to fulfill their needs. With the dynamics of the retail industry that had slumped, one of the local retailers in Yogyakarta, Pamella Supermarket, became the favorite choice of the people of Yogyakarta. One of the Pamella Supermarket branches, Pamella 9 Supermarket Wonosari, is always crowded with customers and its existence absorbs the youth workforce of Gunungkidul area. The existence of competition in this industry requires many supporting f...
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Pengaruh Pemahaman Akuntansi Dan Literasi Digital Terhadap Kesiapan Kerja Calon Akuntan Di Era Digital 4.0
Wayan Tari Indra Putri
; Wayan Tari Indra Putri
; Made Ayu Jayanti Prita Utami
; Ni Nengah Lasmini
; Wayan Eny Mariani
EBISNIS : JURNAL ILMIAH EKONOMI DAN BISNIS
Vol 18
, No 1
(2025)
World has entered the Industrial Revolution Era 4.0 or also known as the Digital Era 4.0. In this era, the work industry changes dramatically and is different from the previous work industry, so that graduates or the workforce are expected to have the latest skills that match the needs of today's work industry. Digital literacy is said to be the ability to access, manage, understand, integrate, communicate, evaluate, and create information safely and appropriately using digital technology for wo...
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Exploring Bilingual Education Program at Private Islamic Boarding School
ETERNAL: English Teaching Journal
Vol 16
, No 2
(2025)
This case study aims to explore the process of curriculum design and development in bilingual program at private Islamic boarding school in Brebes The data were collected from stakeholders, English teachers, the members, and Self-Development Club, through direct observation, site visits, interviews, and document analysis. The data were analyzed qualitatively. There are three modifications of the curriculum supporting bilingual students' English improvements. They are implementing four years of s...
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Beyond the ‘Uh-Oh’ Moment: Refusal Strategies in a Young EFL Learner’s Extensive Reading Responses
ETERNAL: English Teaching Journal
Vol 16
, No 2
(2025)
Understanding refusal strategies utilized by young learners in learning English as a foreign language (EFL) is essential for teachers to foster more effective interaction in the classroom. The present study explores how a young EFL learner applies refusal strategies when interacting during extensive reading (ER) activities. Data were collected through real-time observations, the learner’s diaries, and a parent interview, and further analyzed using thematic analysis. The findings revealed how the...
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Reading Comprehension through Multimodal Literacy Approach for English Education
ETERNAL: English Teaching Journal
Vol 16
, No 2
(2025)
In the digital era, reading comprehension of multimodal texts that integrate written language with images, videos, and interactive elements has become crucial yet challenging for many students. This mixed-methods study investigated the effectiveness of a multimodal instructional approach in enhancing reading comprehension among 120 Indonesian high school students. The quantitative component employed a quasi-experimental design with pre/post reading comprehension tests, while the qualitative comp...
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Penerapan Anyaman dan Lukis Kain pada Ready to Wear Style Exotic Dramatic Wayang Krisna
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 17
, No 1
(2025)
Weaving and fabric painting techniques were alternative in making textile motif designs for Ready to Wear. The exclusive value of fabric painting could be a proponent of more beautiful and unique clothing. The problem studied was how to apply weave and fabric painting to clothing and making Ready To Wear exotic dramatic style of Wayang Krisna. The aim of this report was to find out the application of weave and fabric painting in the manufacture of Ready To Wear exotic dramatic style of way...
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Analisis Sinyal EKG untuk Deteksi Gangguan Jantung pada Mahasiswa dengan Gangguan Tidur Menggunakan Algoritma K-Nearest Neighbor (KNN)
Anugrah Putri, Gustie Vaniest
; Damanik, Melky Eka Putra
; Hendiko, Kennyzio
; Simarmata, Harry Binur Pratama
; Husein, Amir Mahmud
Dinamik
Vol 30
, No 2
(2025)
Gangguan tidur pada mahasiswa merupakan permasalahan yang dapat berdampak pada kesehatan jantung, khususnya melalui perubahan aktivitas listrik jantung yang terekam dalam sinyal EKG. Penelitian ini bertujuan mengembangkan sistem klasifikasi otomatis untuk mendeteksi kondisi jantung berdasarkan sinyal EKG menggunakan algoritma K-Nearest Neighbor (KNN) dan reduksi fitur dengan Principal Component Analysis (PCA). Dataset yang digunakan terdiri dari 159 citra sinyal EKG yang dibagi menjadi dua kelas...
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Analisis Perbandingan Nextcloud Server dan Google Drive sebagai Layanan Cloud Storage
Dinamik
Vol 30
, No 2
(2025)
Perkembangan teknologi informasi yang pesat telah mendorong adopsi layanan cloud storage sebagai solusi utama dalam penyimpanan dan pengelolaan data digital. Kemudahan akses, skalabilitas, dan efisiensi biaya menjadi alasan utama banyak individu maupun organisasi beralih ke layanan ini. Studi ini bertujuan untuk melakukan analisis perbandingan antara dua layanan cloud storage populer, yaitu Google Drive sebagai layanan komersial berbasis cloud publik, dan Nextcloud Server sebagai solusi open-sou...
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THE IMPACT OF CHINA'S BELT AND ROAD INITIATIVE (BRI) ON VIETNAM'S ECONOMY IN 2017-2018
Global and Foreign Affairs Journal
Vol 2
, No 1
(2025)
Belt Road Initiative (BRI) or otherwise known as One Belt One Road (OBOR) is one of the policies issued by China. China as the initiator of BRI wants to expand its territory to neighboring countries, one of which is Vietnam. Vietnam as one of the countries in the Southeast Asia region is trying to prove its appreciation for the BRI initiated by China. The purpose of this study is to determine the influence of China's Belt and Road Initiative (BRI) project on Vietnam's economy in 2017-2018. In th...
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