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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
Relationship between knowledge and attitudes about the dangers of smoking and smoking behavior among young men at SMK N 2 Sukoharjo
Jurnal Ilmu Kesehatan Masyarakat Berkala
Vol 5
, No 2
(2024)
Smoking behavior is often carried out during adolescence. The number of male students who smoke cigarettes is 38.3%. Lack of knowledge about the dangers of smoking is one of the reasons why teenagers smoke. The aim of this research was to determine the relationship between knowledge and attitudes about the dangers of smoking and smoking behavior among young men at SMK N 2 Sukoharjo, Sukoharjo Regency. This type of quantitative research is an analytical research design with a cross sectional appr...
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Behavior of Concrete Structures of 5-storey Shopping and Residence Buildings due to Earthquakes using Spectrum Response Analysis
Kusbiantoro, Arief
; Kusumawardani, Rini
; Taveriyanto, Arie
; Agung Hermawan, Indra
; Danuaji Syahdani, Raka
; Jati Priantoro, Wisnu
; Restu Bachtiar, M. Vicky
; Ageng, Sultan
; Rizaldi Fadillah, Akhmad
; Rio Pratama, Anggy
Jurnal Teknik Sipil
Vol 17
, No 1
(2024)
The 5-storey building with 20 meters high and is located in Jakarta, a building that functions as a shop and residence. As a high-rise building, earthquake analysis of the building is required to determine the seismic pattern using the response spectrum method. The spectrum response method is used to determine the structural performance and compare static analysis and dynamic analysis based on SNI 1726-2019. Then the results obtained for each frame use a combination of cases (static + seismic),...
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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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Analisis Keterampilan Passing Atas Permainan Bola Voli Pada Extrakurikuler di SMA Negeri 1 Toboali
Populer: Jurnal Penelitian Mahasiswa
Vol 3
, No 2
(2024)
This research aims to determine passing skills in extracurricular volleyball games at SMA Negeri 1 Toboali. In this research, the method used is a quantitative method which tries to describe the passing skills of SMA Negeri 1 Toboali. The population in this study were students who took part in extracurricular volleyball at SMA Negeri 1 Toboali, totaling 23 students, and the sample in this study was 23 people, there were 13 men while there were 10 women. The data collection technique used in this...
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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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Penggunaan Aplikasi Smart Game Untuk Meningkatkan Kemampuan Numerasi Anak Usia 5-6 Tahun
Paudia
Vol 13
, No 2
(2024)
Numeration is a challenge for preschool children, but it can be a fun thing to use a game app. The aim of this study is to find out the impact of the application of Smart Games on numeration skills in preschool children. This research uses a qualitative approach with descriptive methods. Data collection techniques through observation and documentation of 18 children aged 5-6 years at BONA City Attack. The data analysis techniques used refer to the Miles and Huberman concepts, namely data collect...
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Analisis Manfaat Pemberian Asi Eksklusif Bagi Ibu Menyusui dan Perkembangan Anak
Khotimah, Khusnul
; As Satillah, Sadrah
; Fitriani, Vira
; Miranti, Miranti
; Maulida, Maulida
; Hasmalena, Hasmalena
; Pagarwati, Lia Dwi Ayu
; Zulaiha, Dara
Paudia
Vol 13
, No 2
(2024)
Exclusive breastfeeding (ASI) provides many benefits for breastfeeding mothers and the growth and development of children who receive breast milk from infancy. Such as increasing antibodies, protection from infection, and other benefits that can support the development of the child's brain and immune system. This research aims to explore exclusive breastfeeding for the health and development of babies and mothers. The research method used is a literature study which involves analysis of various...
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Transitivity in Adila Hassim Speech at the ICJ (International Court Justice): South Africa’s Case Against Israel
International Journal of English Linguistic, Literature, and Education
Vol 6
, No 1
(2024)
This study aims to observe and analyse the transitivity process appears in the speech, investigate the construction of ideational meaning from the speech: how the transitivity patterns reflect the messages conveyed by Adila Hassim in her speech at the ICJ (International Court Justice). The transitivity analysis of Adila Hassim's speech at the ICJ reveals a strategic use of different processes to construct ideational meaning. The material process is most prominent (13 or 43.33%), emphasizing acti...
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The Impact Of Convergence Of International Accounting Standards (IFRS) On The Quality Of Financial Reports: Meta-Analysis
Wawasan : Jurnal Ilmu Manajemen, Ekonomi dan Kewirausahan
Vol 2
, No 3
(2024)
This research uses qualitative meta-analysis to examine the impact of implementing International Financial Reporting Standards (IFRS) on the financial quality of companies. This meta-analysis examines 6 empirical studies that examine the relationship between IFRS and financial reporting quality. The meta-analysis results show that the implementation of IFRS has a significantly improves the quality of financial reporting, promoting transparency, accountability and better decision making.
&...
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