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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
Pemberdayaan Masyarakat Lokal dalam Pembangunan Pariwisata Berkelanjutan di Tana Toraja, Sulawesi Selatan
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 1
(2024)
In the Effort to Develop the Tourism Industry in Tana Toraja, with the concept of sustainable development requires the involvement and empowerment of local communities. Local communities have a central role in preserving culture and the natural environment, and are the main beneficiaries of tourism activities. The purpose of this paper is to encourage local communities to actively participate in planning, decision-making, and tourism management processes in their area. Local communities have tra...
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Pemanfaatan Enceng Gondok Untuk Menambah Pendapatan Masyarakat di Desa Kebondowo Kecamatan Banyubiru Kabupaten Semarang
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 2
(2024)
The purpose of this study was to determine the use of water hyacinth to increase community income. The method used was descriptive qualitative. The research location was Kebondowo Village, Banyubiru District, Semarang Regency. Informants were selected intentionally, namely they were selected based on certain criteria. Specifically, this refers to the fact that informants control the problem, have information and can answer questions accurately. The results of the study showed that the best use o...
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Pengaruh Pemotongan Gaji terhadap Tapera (Tabungan Perumahan Rakyat) pada Mahasiswa Kelas Karyawan di Universitas Bina Sarana Informatika
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 3
(2024)
This research aims to analyze the effect of salary cuts for Public Housing Savings (Tapera) on the economic conditions and learning motivation of employee class students at Bina Sarana Informatika University (UBSI). Using a quantitative approach with survey methods, data was collected from 150 respondents who were employee class students at UBSI. The research results show that salary cuts for Tapera have a significant influence on students' economic conditions, but do not significantly influence...
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Systematic Literatur Review (SLR): Pengaruh Determinan Kompetensi, Financial Reward dan Pertimbangan Pasar Kerja terhadap Minat Gen Z Berkarir Dibidang Perpajakan
Profit: Jurnal Manajemen, Bisnis dan Akuntansi
Vol 3
, No 3
(2024)
This research examines how Gen Z's interest in career taxation is influenced by competency decisions, financial incentives, and labor market factors. This research uses the SLR (Systematic Literature Review) method which includes collecting, reading, analyzing and sorting literature to identify important findings related to interest in a career in taxation. Using the selection criteria above, the author found 102 journals, then the author filtered the search by limiting the publication year of e...
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Pengaruh Fungsi Audit Internal, Komite Audit, Risiko Perusahaan, dan Ukuran KAP Terhadap Fee Auditor Eksternal
Sosio Dialektika : Jurnal Ilmu Sosial Humaniora
Vol 9
, No 1
(2024)
Penelitian ini bertujuan guna menganalisis hubungan fungsi audit internal, komite audit, risiko perusahaan, dan ukuran KAP dengan fee auditor eksternal pada Sektor Keuangan yang terdaftar di Bursa Efek Indonesia tahun 2019-2021. Populasi penelitian ini adalah seluruh perusahaan sektor keuangan yang terdaftar di Bursa Efek Indonesia tahun 2019-2021. Sampel yang digunakan yaitu 204 data perusahaan selama 3 tahun penelitian dengan metode pengambilan sampel yang digunakan adalah purposive sampling....
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Dampak Makanan Cepat Saji Bagi Kesehatan Tubuh Pada Kalangan Remaja
Anggie Annisa Permatasari
; Fransisca Putri Ardita
; Agista Putri Prasetya
; Nurul Anggraini
; Siti Marpuah
; Erintya Asanti
Jurnal Ventilator: Jurnal riset ilmu kesehatan dan Keperawatan
Vol 2
, No 2
(2024)
This counseling focuses on the lack of awareness among teenagers about their body health, where up to now teenagers still seem to be indifferent to their body health. This is because teenagers now tend to prefer consuming fast food over healthy food. The aim of this counseling is to make teenagers aware of efforts to maintain body health by reducing consumption of fast food and to find out the reasons why teenagers don't like healthy food and are reluctant to consume it. This counseling was carr...
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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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Kegiatan Pengukuran Komposisi Tubuh Dalam Rangka Deteksi Dini Obesitas Pada Populasi Lanjut Usia
Perigel: Jurnal Penyuluhan Masyarakat Indonesia
Vol 3
, No 2
(2024)
Body composition refers to the various components that make up a person's body weight, such as lean mass (muscle, water, bones, ligaments, and tendons) and fat mass. As we age, significant changes occur in body composition, including increased fat mass and decreased muscle and bone mass, which often leads to sarcopenic obesity. This condition, which is common in older adults, is associated with frailty, disability, metabolic syndrome, reduced survival rates in certain cancers, and osteopenia/ost...
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Pengaruh Persentase Penambahan Mayonnaise Pada Pembuatan Sambal Mayo-Matah Terhadap Lama Penyimpanan Dan Daya Terima Konsumen Di Kitcheroo Cafe
Jurnal Pengembangan IPTeks Seni Kuliner, Tata Rias, dan Desain Mode
Vol 16
, No 1
(2024)
This study aims to identify the length of storage and consumer acceptance of complementary foods, namely chili sauce matah which has been given a percentage of mayonnaise as much as 10%, 20% and 30%. And this fusion food chili sauce is called mayo-matah. This research uses a quantitative approach with a survey method. This research was conducted at Kitcheroo Café. The samples of this study were 4 Culinary Education Expert Panelists and 30 Kitcheroo Cafe Customers using the data statistical analy...
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