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Effects of Data Resampling on Predicting Customer Churn via a Comparative Tree-based Random Forest and XGBoost
Ako, Rita Erhovwo
; Aghware, Fidelis Obukohwo
; Okpor, Margaret Dumebi
; Akazue, Maureen Ifeanyi
; Yoro, Rume Elizabeth
; Ojugo, Arnold Adimabua
; Setiadi, De Rosal Ignatius Moses
; Odiakaose, Chris Chukwufunaya
; Abere, Reuben Akporube
; Emordi, Frances Uche
; Geteloma, Victor Ochuko
; Ejeh, Patrick Ogholuwarami
Journal of Computing Theories and Applications
Vol 2
, No 1
(2024)
Customer attrition has become the focus of many businesses today – since the online market space has continued to proffer customers, various choices and alternatives to goods, services, and products for their monies. Businesses must seek to improve value, meet customers' teething demands/needs, enhance their strategies toward customer retention, and better monetize. The study compares the effects of data resampling schemes on predicting customer churn for both Random Forest (RF) and XGBoost ense...
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22 Sitasi
Peran Pendidikan Kewarganegaraan dalam Membangun Identitas Nasional
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 3
, No 2
(2024)
Civic Education (PKn) plays an important role in shaping national identity in the midst of a diverse society. This study aims to explore how PKn in schools contributes to the development of national identity, understand the challenges faced, and identify effective strategies in the implementation of the PKn curriculum. The results of the study show that PKn can strengthen the sense of nationality and national unity, but also requires adjustment to face the social and cultural dynamics that conti...
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Pengambilan Keputusan Seorang Manager Terhadap Perilaku Karyawan
Rini Wijayaningsih
; Kanizah Kanizah
; Mutiara Salsabila
; Nabila Zahra Octaviany
; Sabrina Fitria
; Putri Salsabilla R
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 3
(2024)
This research aims to analyze how a manager makes decisions regarding employee behavior in a company. This research uses a qualitative approach with library research methods. The data used is secondary data using sources from books, journal articles, websites and other trusted sources. The data analysis technique used is qualitative data analysis. The research results show that managers and employees must always work together to achieve new goals and contribute to the company. A profession...
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Analisis Sistem Agribisnis Nira Aren di Desa Sei Jernih, Kecamatan Percut Sei Tuan, Kabupaten Deli Serdang
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 3
(2024)
In Indonesia, sugar palm plants have high economic potential and are widespread in various regions, especially humid areas. The aim of this research is to determine the income of the palm sap management business in Sei Jernih village, Deli Serdang Regency. The research method used is field research with primary and secondary data collection. The research results show that the sap processing business in Sei Jernih Village generates quite a large income and the income cost ratio (R/C) shows that t...
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Peningkatan Kemampuan dalam Penyesuaian Diri Anak di Lingkugan Taman Kanak-Kanak Bunda Kartika Deli Serdang, Sumatera Utara
Inspirasi Dunia: Jurnal Riset Pendidikan dan Bahasa
Vol 3
, No 3
(2024)
This research is motivated by the fact that nearly 70% of children who are newly enrolled and start learning at Bunda Kartika Kindergarten in Patumbak, Deli Serdang, have difficulty adjusting to the new learning environment. This stage of learning in kindergarten is their first step into formal education. According to the Ministry of Education and Culture Regulation No. 137 of 2014 on national standards for early childhood education (PAUD), it sets national standards for PAUD, including aspects...
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Foto Produk UKM (Usaha Kecil Dan Menengah) Di Pasar Johar Selatan Kota Semarang
Karunia: Jurnal Hasil Pengabdian Masyarakat Indonesia
Vol 3
, No 2
(2024)
In this digital era, product photos play a crucial role as the main tool to attract the attention of potential consumers. Community service in the form of product photography services emerged as a promising solution. This product photography service not only provides access to good quality product photos, but can also empower small and medium businesses to increase their presence in an increasingly competitive online market. This Community Service focuses on providing product photography service...
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Transformasi Digital dalam Pendidikan: Meningkatkan Kualitas Pembelajaran Melalui Teknologi
Riska Rahman Tanjung
; Annida Azhari Ritonga
; Bintang Mahrani Abdullah
; Nita Afriani Siregar
; Armilah Armilah
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 3
, No 2
(2024)
Digital transformation is changing the paradigm of the world of education and has a major impact on learning and teaching methods. This article discusses key aspects of transformation such as increasing accessibility to information, developing 21st century skills, digital literacy, and various forms of lifelong learning online, distance, and personal. Digital assessments are also an important element in measuring student learning progress. These changes not only bring opportunities but also chal...
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Kegiatan Skrining Indeks Massa Tubuh, Lingkar Pinggang, Dan Lingkar Pinggul Pada Usia Produktif Sebagai Deteksi Dini Obesitas Dan Komplikasi Terkait Obesitas Di Sekolah SMP Kalam Kudus
Ernawati Ernawati
; Joshua Kurniawan
; Gunaidi, Farell Christian
; Fernando Nathaniel
; Ranindita Maulya Ismah Amimah
; Raden Seliwat Agung Aditya
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 2
(2024)
Obesity, characterised by excessive or abnormal fat accumulation, poses significant health risks. The prevalence of obesity in Indonesia's adult population increased from 14.8% in 2013 to 21.8% in 2018, with central obesity rising from 26.6% to 31%. Contributing factors include genetics, lifestyle, psychological stress, and socioeconomic status. Although the Body Mass Index (BMI) is a standard measurement for assessing obesity, BMI does not accurately reflect the composition or distribution of b...
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Potensi Dakwah Di Media Sosial Tiktok: Peluang Tantangan Islam Di Era Digital
Syifa Aulia Rahmadhani
; Dhamar Indra Pratama
; Rifada Nur Az Zahra Putri
; Ziana Nur Rochimah
; Ahmad Rahman Ludiansyah
Sinar Dunia: Jurnal Riset Sosial Humaniora dan Ilmu Pendidikan
Vol 3
, No 2
(2024)
This journal discusses the potential and challenges of Islamic da'wah in the digital era, especially through social media. Technological transformation has changed the way da'wah communication is carried out, allowing broad and interactive access. The millennial generation is recognized as agents of change who can utilize social media to spread moderate and inclusive da'wah messages. Despite huge opportunities, challenges such as the spread of hoax content, extremism and lack of digital competen...
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Recycle Pakaian Bekas Dan Limbah Kain Menjadi Pelengkap Busana dan Lenan Rumah Tangga
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 16
, No 1
(2024)
Fabric waste was one type of inorganic waste that was not easily decomposed so it cannot be composted. If destroyed by burning, it will produce smoke and toxic gases that harm the environment. Recycle is an effort made in reducing used clothing waste. The process carried out is to convert used clothing and fabric waste into new products that have use value and selling value. The aim of the study was to convert used clothing and fabric waste into complementary clothing and household linen. The me...
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