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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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1 Sitasi
Understanding the legal construction of justice collaborators through the Bharada Elizer case
Wacana Hukum
Vol 30
, No 1
(2024)
The objective of this study is to ascertain Bharada Eliezer's stance on Decision Variety: 798/Pid.B/2022/PN.Jkt.Sel, which pertains to the position of Justice Collaborator police officers, as well as the Police Code of Ethics Decision concerning Bharada Eliezer's police status. This study employs a normative juridical research methodology, together with conceptual and statutory techniques. Essentially, when an individual unlawfully ends another person's life, it constitutes a violation of human...
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Peningkatan minat baca anak melalui program Reading fun for kids
Dina Rotua Sitanggang
; Rogate Wahyuni Lumbantobing
; Stefani Halgera Pakpahan
; Endang Junita Sinaga
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
The majority of people living in Kelurahan Batang Beruh, Sidikalang Sub-district, Dairi Regency are school-age children between 6 and 12 years old. Children at this age are active learners. Therefore, innovation is needed in the organization of tutoring and reading terraces to increase insight, information and knowledge. Because with knowledge, children can at least begin to understand what they have ignored and considered unimportant, and turn it into something useful to improve their lives. Th...
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Pelatihan Pengembangan Diri Karang Taruna Wirasoma Melalui Pelatihan Public Speaking Dan Leadership Oleh YCA (Youth Communication Academy)
Sejahtera: Jurnal Inspirasi Mengabdi Untuk Negeri
Vol 3
, No 3
(2024)
Public speaking adalah kemampuan vital untuk menyampaikan ide dan mempengaruhi orang lain secara efektif, sementara kepemimpinan memegang peran kunci dalam menggerakkan tim menuju tujuan bersama. Keterampilan ini tidak hanya meningkatkan efisiensi dan produktivitas organisasi, tetapi juga memperkuat hubungan internal dan eksternal. Dalam era komunikasi global dan kompleksitas organisasi modern, pemahaman dan penerapan keterampilan ini menjadi kunci untuk mencapai keberhasilan dan pertumbuhan ber...
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Studi Kepuasan Konsumen Pada Honda AHASS di Semarang
CiDEA Journal
Vol 3
, No 1
(2024)
This study aims to analyze the effect of service quality and brand image on customer satisfaction at Honda AHASS Semarang. Data was collected through a survey of 45 respondents who are customers of Honda AHASS Semarang. The data analysis technique used is product moment analysis and multiple correlation. The results showed that service quality and brand image together had a significant effect on customer satisfaction. Service quality has a greater influence than brand ima...
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Pengaruh Kualitas Pelayanan Terhadap Kepuasan Pasien di Puskesmas Batujajar
Jurnal Manajemen Informasi dan Administrasi Kesehatan
Vol 7
, No 1
(2024)
Puskesmas Batujajar is one of 32 Puskesmas in West Bandung Regency whose purpose is to improve the quality of healthy life of the surrounding publics. This study aims to determine how much influence the quality service on patient satisfaction at the Batujajar Public Health Center. This study also uses a type of quantitative method through data collection techniques in the form of distributing questionnaires to 80 respondents. The questionnaire consists of 20 questions that represent each researc...
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Pentingnya Pencatatan Keuangan yang Akurat untuk Keberhasilan UMKM Kedai Mochi Gaol
Marlinda Ina
; Viery Erlangga Nugraha
; Revalina Dwi Anggita
; Aura Shavina Unnov Salsabilla
; Dewa Wahyu Aryanta
; Sri Rahayuningsih
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 3
(2024)
UMKM Mochi Gaol is a business engaged in the production and sale of mochi. This report aims to provide an overview of the performance of Mochi Gaol UMKM over a period of 1 month. This research was conducted by qualitative descriptive method. Data was collected through interviews with UMKM owner Mochi Gaol, direct observation at the place of business, and analysis of related documents. UMKM Mochi Gaol was founded in 2020 by Putri Retno Mengasih. This business produces various types of mochi with...
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Bahasa Non Baku Dalam Media Sosial: Dampak Terhadap Pemahaman Dan Komunikasi
Irmawaty Tambunan
; Naia Rencani Suci
; Enggis Br Siagian
; Elfretty Br Sitanggang
; Yuni Melati Simare-mare
; Onyx Nifty
; Malan Lubis
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 2
(2024)
This study examines the impact of standardized language use in social media on users' understanding and communication. With the increasing dominance of social media as a communication platform, the use of appropriate language is important to ensure messages are well received and understood. This study used survey method to collect data from various age groups and educational backgrounds. The results show that the use of standardized language tends to increase clarity and politeness in communicat...
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Peran Teknologi Manajemen Informasi dalam Memperlancar Pengarsipan Surat Kantor di SMA Tunas Pelita Binjai
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 3
, No 2
(2024)
This study aims to explore the role of Information Management Technology (TMI) in expediting the filing of office letters at SMA Tunas Pelita Binjai. The main focus of this research is to analyse the impact of TMI implementation on efficiency, information disclosure, and service quality improvement in letter filing. The research methods used include centralised interviews with teachers and TU staff as respondents, analysis of system usage data, and business process modelling. The results show th...
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Kompetensi Mengajar Guru PPKn Ditinjau Dari Mood Swingnya Dalam Mengajar Di Sekolah SMA Budisatrya Medan
Fahrysyah Aulya
; Adelina Sitanggang
; Bertania Permata Sari
; Mira Cahya
; Nur Hidayah Hasibuan
; Muhammad Iraqi Fauzi
; Jamaludin Jamaludin
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 2
(2024)
This research aims to determine the teaching competence of Civic Education teachers in terms of their Mood Swing in teaching at Budisatrya Medan High School. The method used is a qualitative method with a descriptive-analytic approach, by collecting data through interviews with students and teachers, as well as observations in the school environment. The results of the research show that teachers at Budi Satrya High School Medan have quite fluctuating moods. Factors that influence teachers’ mood...
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